Blockwise Conditional Means, Measurability, Integrals and Null-Block Boundaries

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batch-20261014-advance-20261029-r04-conditional-expectation-foundations · 2026-10-14 · 100 questions

This English edition is an AI candidate and does not yet have an OCME Atlas (GPT-6) Twin closure receipt.

1. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[36/49, 6/49, 6/49, 1/49], values X=[-12, -3, 2, 12], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 36/49, -12], [1, [1, 2], 12/49, -1/2], [2, [3], 1/49, 12]], [-12, -1/2, -1/2, 12])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 36/49, -12], [1, [1, 2], 12/49, -1/2], [2, [3], 1/49, 12]], [-12, -1/2, -1/2, 12]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

2. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[30/49, 5/49, 12/49, 2/49], values X=[-11, -2, 3, 11], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 5/7, -68/7], [1, [2, 3], 2/7, 29/7]], [-68/7, -68/7, 29/7, 29/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 5/7, -68/7], [1, [2, 3], 2/7, 29/7]], [-68/7, -68/7, 29/7, 29/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

3. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[24/49, 4/49, 18/49, 3/49], values X=[-10, -1, 4, 10], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 24/49, -10], [1, [1, 2], 22/49, 34/11], [2, [3], 3/49, 10]], [-10, 34/11, 34/11, 10])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 24/49, -10], [1, [1, 2], 22/49, 34/11], [2, [3], 3/49, 10]], [-10, 34/11, 34/11, 10]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

4. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[18/49, 3/49, 24/49, 4/49], values X=[-9, 0, 5, 9], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 3/7, -54/7], [1, [2, 3], 4/7, 39/7]], [-54/7, -54/7, 39/7, 39/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 3/7, -54/7], [1, [2, 3], 4/7, 39/7]], [-54/7, -54/7, 39/7, 39/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

5. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 2/49, 30/49, 5/49], values X=[-8, 1, 6, 8], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 12/49, -8], [1, [1, 2], 32/49, 91/16], [2, [3], 5/49, 8]], [-8, 91/16, 91/16, 8])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 12/49, -8], [1, [1, 2], 32/49, 91/16], [2, [3], 5/49, 8]], [-8, 91/16, 91/16, 8]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

6. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[30/49, 12/49, 5/49, 2/49], values X=[-7, 2, 7, 7], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 6/7, -31/7], [1, [2, 3], 1/7, 7]], [-31/7, -31/7, 7, 7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 6/7, -31/7], [1, [2, 3], 1/7, 7]], [-31/7, -31/7, 7, 7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

7. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[25/49, 10/49, 10/49, 4/49], values X=[-6, 3, 8, 6], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 25/49, -6], [1, [1, 2], 20/49, 11/2], [2, [3], 4/49, 6]], [-6, 11/2, 11/2, 6])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 25/49, -6], [1, [1, 2], 20/49, 11/2], [2, [3], 4/49, 6]], [-6, 11/2, 11/2, 6]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

8. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[20/49, 8/49, 15/49, 6/49], values X=[-5, -3, 9, 5], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 4/7, -31/7], [1, [2, 3], 3/7, 55/7]], [-31/7, -31/7, 55/7, 55/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 4/7, -31/7], [1, [2, 3], 3/7, 55/7]], [-31/7, -31/7, 55/7, 55/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

9. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[15/49, 6/49, 20/49, 8/49], values X=[-4, -2, 10, 4], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 15/49, -4], [1, [1, 2], 26/49, 94/13], [2, [3], 8/49, 4]], [-4, 94/13, 94/13, 4])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 15/49, -4], [1, [1, 2], 26/49, 94/13], [2, [3], 8/49, 4]], [-4, 94/13, 94/13, 4]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

10. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[10/49, 4/49, 25/49, 10/49], values X=[-3, -1, 11, 3], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 2/7, -17/7], [1, [2, 3], 5/7, 61/7]], [-17/7, -17/7, 61/7, 61/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 2/7, -17/7], [1, [2, 3], 5/7, 61/7]], [-17/7, -17/7, 61/7, 61/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

11. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[24/49, 18/49, 4/49, 3/49], values X=[-2, 0, 12, 2], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 24/49, -2], [1, [1, 2], 22/49, 24/11], [2, [3], 3/49, 2]], [-2, 24/11, 24/11, 2])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 24/49, -2], [1, [1, 2], 22/49, 24/11], [2, [3], 3/49, 2]], [-2, 24/11, 24/11, 2]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

12. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[20/49, 15/49, 8/49, 6/49], values X=[-1, 1, 13, 1], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 5/7, -1/7], [1, [2, 3], 2/7, 55/7]], [-1/7, -1/7, 55/7, 55/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 5/7, -1/7], [1, [2, 3], 2/7, 55/7]], [-1/7, -1/7, 55/7, 55/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

13. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[16/49, 12/49, 12/49, 9/49], values X=[0, 2, 14, 0], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 16/49, 0], [1, [1, 2], 24/49, 8], [2, [3], 9/49, 0]], [0, 8, 8, 0])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 16/49, 0], [1, [1, 2], 24/49, 8], [2, [3], 9/49, 0]], [0, 8, 8, 0]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

14. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 9/49, 16/49, 12/49], values X=[1, 3, 15, -1], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 3/7, 13/7], [1, [2, 3], 4/7, 57/7]], [13/7, 13/7, 57/7, 57/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 3/7, 13/7], [1, [2, 3], 4/7, 57/7]], [13/7, 13/7, 57/7, 57/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

15. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[8/49, 6/49, 20/49, 15/49], values X=[2, -3, 16, -2], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 8/49, 2], [1, [1, 2], 26/49, 151/13], [2, [3], 15/49, -2]], [2, 151/13, 151/13, -2])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 8/49, 2], [1, [1, 2], 26/49, 151/13], [2, [3], 15/49, -2]], [2, 151/13, 151/13, -2]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

16. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[18/49, 24/49, 3/49, 4/49], values X=[3, -2, 17, -3], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 6/7, 1/7], [1, [2, 3], 1/7, 39/7]], [1/7, 1/7, 39/7, 39/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 6/7, 1/7], [1, [2, 3], 1/7, 39/7]], [1/7, 1/7, 39/7, 39/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

17. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[15/49, 20/49, 6/49, 8/49], values X=[4, -1, 18, -4], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 15/49, 4], [1, [1, 2], 26/49, 44/13], [2, [3], 8/49, -4]], [4, 44/13, 44/13, -4])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 15/49, 4], [1, [1, 2], 26/49, 44/13], [2, [3], 8/49, -4]], [4, 44/13, 44/13, -4]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

18. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 16/49, 9/49, 12/49], values X=[5, 0, 19, -5], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 4/7, 15/7], [1, [2, 3], 3/7, 37/7]], [15/7, 15/7, 37/7, 37/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 4/7, 15/7], [1, [2, 3], 3/7, 37/7]], [15/7, 15/7, 37/7, 37/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

19. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[9/49, 12/49, 12/49, 16/49], values X=[6, 1, 20, -6], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 9/49, 6], [1, [1, 2], 24/49, 21/2], [2, [3], 16/49, -6]], [6, 21/2, 21/2, -6])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 9/49, 6], [1, [1, 2], 24/49, 21/2], [2, [3], 16/49, -6]], [6, 21/2, 21/2, -6]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

20. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[6/49, 8/49, 15/49, 20/49], values X=[7, 2, 21, -7], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 2/7, 29/7], [1, [2, 3], 5/7, 5]], [29/7, 29/7, 5, 5])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 2/7, 29/7], [1, [2, 3], 5/7, 5]], [29/7, 29/7, 5, 5]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

21. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 30/49, 2/49, 5/49], values X=[8, 3, 22, -8], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 12/49, 8], [1, [1, 2], 32/49, 67/16], [2, [3], 5/49, -8]], [8, 67/16, 67/16, -8])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 12/49, 8], [1, [1, 2], 32/49, 67/16], [2, [3], 5/49, -8]], [8, 67/16, 67/16, -8]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

22. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[10/49, 25/49, 4/49, 10/49], values X=[9, -3, 23, -9], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 5/7, 3/7], [1, [2, 3], 2/7, 1/7]], [3/7, 3/7, 1/7, 1/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 5/7, 3/7], [1, [2, 3], 2/7, 1/7]], [3/7, 3/7, 1/7, 1/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

23. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[8/49, 20/49, 6/49, 15/49], values X=[10, -2, 24, -10], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 8/49, 10], [1, [1, 2], 26/49, 4], [2, [3], 15/49, -10]], [10, 4, 4, -10])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 8/49, 10], [1, [1, 2], 26/49, 4], [2, [3], 15/49, -10]], [10, 4, 4, -10]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

24. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[6/49, 15/49, 8/49, 20/49], values X=[11, -1, 25, -11], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0, 1], 3/7, 17/7], [1, [2, 3], 4/7, -5/7]], [17/7, 17/7, -5/7, -5/7])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0, 1], 3/7, 17/7], [1, [2, 3], 4/7, -5/7]], [17/7, 17/7, -5/7, -5/7]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

25. Conditional Means Are Blockwise and Only Almost-Sure on Null Blocks

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[4/49, 10/49, 10/49, 25/49], values X=[12, 0, 26, -12], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (block_summaries,conditional_values). Each summary is [label,indices,block_mass,block_mean_or_a.s._arbitrary].

View answer and explanation

([[0, [0], 4/49, 12], [1, [1, 2], 20/49, 13], [2, [3], 25/49, -12]], [12, 13, 13, -12])

Sum exact masses and mass-times-X within each complete block. Divide only for positive block mass and copy the resulting mean to all outcomes in that block. Return the null marker rather than an arbitrary forced point value. The exact result, retaining the requested order, is ([[0, [0], 4/49, 12], [1, [1, 2], 20/49, 13], [2, [3], 25/49, -12]], [12, 13, 13, -12]).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-values · candidate

26. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[36/49, 6/49, 6/49, 1/49], values X=[-12, -3, 2, 12], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-12, -1/2, -1/2, 12], [[0, [0], [-12], Yes], [1, [1, 2], [-1/2], Yes], [2, [3], [12], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-12, -1/2, -1/2, 12], [[0, [0], [-12], Yes], [1, [1, 2], [-1/2], Yes], [2, [3], [12], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

27. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[30/49, 5/49, 12/49, 2/49], values X=[-11, -2, 3, 11], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-68/7, -68/7, 29/7, 29/7], [[0, [0, 1], [-68/7], Yes], [1, [2, 3], [29/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-68/7, -68/7, 29/7, 29/7], [[0, [0, 1], [-68/7], Yes], [1, [2, 3], [29/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

28. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[24/49, 4/49, 18/49, 3/49], values X=[-10, -1, 4, 10], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-10, 34/11, 34/11, 10], [[0, [0], [-10], Yes], [1, [1, 2], [34/11], Yes], [2, [3], [10], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-10, 34/11, 34/11, 10], [[0, [0], [-10], Yes], [1, [1, 2], [34/11], Yes], [2, [3], [10], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

29. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[18/49, 3/49, 24/49, 4/49], values X=[-9, 0, 5, 9], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-54/7, -54/7, 39/7, 39/7], [[0, [0, 1], [-54/7], Yes], [1, [2, 3], [39/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-54/7, -54/7, 39/7, 39/7], [[0, [0, 1], [-54/7], Yes], [1, [2, 3], [39/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

30. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 2/49, 30/49, 5/49], values X=[-8, 1, 6, 8], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-8, 91/16, 91/16, 8], [[0, [0], [-8], Yes], [1, [1, 2], [91/16], Yes], [2, [3], [8], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-8, 91/16, 91/16, 8], [[0, [0], [-8], Yes], [1, [1, 2], [91/16], Yes], [2, [3], [8], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

31. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[30/49, 12/49, 5/49, 2/49], values X=[-7, 2, 7, 7], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-31/7, -31/7, 7, 7], [[0, [0, 1], [-31/7], Yes], [1, [2, 3], [7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-31/7, -31/7, 7, 7], [[0, [0, 1], [-31/7], Yes], [1, [2, 3], [7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

32. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[25/49, 10/49, 10/49, 4/49], values X=[-6, 3, 8, 6], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-6, 11/2, 11/2, 6], [[0, [0], [-6], Yes], [1, [1, 2], [11/2], Yes], [2, [3], [6], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-6, 11/2, 11/2, 6], [[0, [0], [-6], Yes], [1, [1, 2], [11/2], Yes], [2, [3], [6], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

33. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[20/49, 8/49, 15/49, 6/49], values X=[-5, -3, 9, 5], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-31/7, -31/7, 55/7, 55/7], [[0, [0, 1], [-31/7], Yes], [1, [2, 3], [55/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-31/7, -31/7, 55/7, 55/7], [[0, [0, 1], [-31/7], Yes], [1, [2, 3], [55/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

34. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[15/49, 6/49, 20/49, 8/49], values X=[-4, -2, 10, 4], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-4, 94/13, 94/13, 4], [[0, [0], [-4], Yes], [1, [1, 2], [94/13], Yes], [2, [3], [4], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-4, 94/13, 94/13, 4], [[0, [0], [-4], Yes], [1, [1, 2], [94/13], Yes], [2, [3], [4], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

35. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[10/49, 4/49, 25/49, 10/49], values X=[-3, -1, 11, 3], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-17/7, -17/7, 61/7, 61/7], [[0, [0, 1], [-17/7], Yes], [1, [2, 3], [61/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-17/7, -17/7, 61/7, 61/7], [[0, [0, 1], [-17/7], Yes], [1, [2, 3], [61/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

36. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[24/49, 18/49, 4/49, 3/49], values X=[-2, 0, 12, 2], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-2, 24/11, 24/11, 2], [[0, [0], [-2], Yes], [1, [1, 2], [24/11], Yes], [2, [3], [2], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-2, 24/11, 24/11, 2], [[0, [0], [-2], Yes], [1, [1, 2], [24/11], Yes], [2, [3], [2], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

37. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[20/49, 15/49, 8/49, 6/49], values X=[-1, 1, 13, 1], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([-1/7, -1/7, 55/7, 55/7], [[0, [0, 1], [-1/7], Yes], [1, [2, 3], [55/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([-1/7, -1/7, 55/7, 55/7], [[0, [0, 1], [-1/7], Yes], [1, [2, 3], [55/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

38. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[16/49, 12/49, 12/49, 9/49], values X=[0, 2, 14, 0], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([0, 8, 8, 0], [[0, [0], [0], Yes], [1, [1, 2], [8], Yes], [2, [3], [0], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([0, 8, 8, 0], [[0, [0], [0], Yes], [1, [1, 2], [8], Yes], [2, [3], [0], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

39. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 9/49, 16/49, 12/49], values X=[1, 3, 15, -1], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([13/7, 13/7, 57/7, 57/7], [[0, [0, 1], [13/7], Yes], [1, [2, 3], [57/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([13/7, 13/7, 57/7, 57/7], [[0, [0, 1], [13/7], Yes], [1, [2, 3], [57/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

40. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[8/49, 6/49, 20/49, 15/49], values X=[2, -3, 16, -2], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([2, 151/13, 151/13, -2], [[0, [0], [2], Yes], [1, [1, 2], [151/13], Yes], [2, [3], [-2], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([2, 151/13, 151/13, -2], [[0, [0], [2], Yes], [1, [1, 2], [151/13], Yes], [2, [3], [-2], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

41. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[18/49, 24/49, 3/49, 4/49], values X=[3, -2, 17, -3], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([1/7, 1/7, 39/7, 39/7], [[0, [0, 1], [1/7], Yes], [1, [2, 3], [39/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([1/7, 1/7, 39/7, 39/7], [[0, [0, 1], [1/7], Yes], [1, [2, 3], [39/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

42. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[15/49, 20/49, 6/49, 8/49], values X=[4, -1, 18, -4], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([4, 44/13, 44/13, -4], [[0, [0], [4], Yes], [1, [1, 2], [44/13], Yes], [2, [3], [-4], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([4, 44/13, 44/13, -4], [[0, [0], [4], Yes], [1, [1, 2], [44/13], Yes], [2, [3], [-4], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

43. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 16/49, 9/49, 12/49], values X=[5, 0, 19, -5], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([15/7, 15/7, 37/7, 37/7], [[0, [0, 1], [15/7], Yes], [1, [2, 3], [37/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([15/7, 15/7, 37/7, 37/7], [[0, [0, 1], [15/7], Yes], [1, [2, 3], [37/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

44. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[9/49, 12/49, 12/49, 16/49], values X=[6, 1, 20, -6], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([6, 21/2, 21/2, -6], [[0, [0], [6], Yes], [1, [1, 2], [21/2], Yes], [2, [3], [-6], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([6, 21/2, 21/2, -6], [[0, [0], [6], Yes], [1, [1, 2], [21/2], Yes], [2, [3], [-6], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

45. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[6/49, 8/49, 15/49, 20/49], values X=[7, 2, 21, -7], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([29/7, 29/7, 5, 5], [[0, [0, 1], [29/7], Yes], [1, [2, 3], [5], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([29/7, 29/7, 5, 5], [[0, [0, 1], [29/7], Yes], [1, [2, 3], [5], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

46. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 30/49, 2/49, 5/49], values X=[8, 3, 22, -8], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([8, 67/16, 67/16, -8], [[0, [0], [8], Yes], [1, [1, 2], [67/16], Yes], [2, [3], [-8], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([8, 67/16, 67/16, -8], [[0, [0], [8], Yes], [1, [1, 2], [67/16], Yes], [2, [3], [-8], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

47. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[10/49, 25/49, 4/49, 10/49], values X=[9, -3, 23, -9], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([3/7, 3/7, 1/7, 1/7], [[0, [0, 1], [3/7], Yes], [1, [2, 3], [1/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([3/7, 3/7, 1/7, 1/7], [[0, [0, 1], [3/7], Yes], [1, [2, 3], [1/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

48. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[8/49, 20/49, 6/49, 15/49], values X=[10, -2, 24, -10], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([10, 4, 4, -10], [[0, [0], [10], Yes], [1, [1, 2], [4], Yes], [2, [3], [-10], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([10, 4, 4, -10], [[0, [0], [10], Yes], [1, [1, 2], [4], Yes], [2, [3], [-10], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

49. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[6/49, 15/49, 8/49, 20/49], values X=[11, -1, 25, -11], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([17/7, 17/7, -5/7, -5/7], [[0, [0, 1], [17/7], Yes], [1, [2, 3], [-5/7], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([17/7, 17/7, -5/7, -5/7], [[0, [0, 1], [17/7], Yes], [1, [2, 3], [-5/7], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

50. Block-Constant Values Give Conditioning Measurability

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[4/49, 10/49, 10/49, 25/49], values X=[12, 0, 26, -12], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (conditional_values,block_rows,measurable?). Each block row is [label,indices,distinct_conditional_values,constant?].

View answer and explanation

([12, 13, 13, -12], [[0, [0], [12], Yes], [1, [1, 2], [13], Yes], [2, [3], [-12], Yes]], Yes)

Construct the same blockwise conditional values and list each block's distinct values in first-occurrence order. The a.s._arbitrary marker records a common unspecified null-block value; it does not assert a unique version there. The exact result, retaining the requested order, is ([12, 13, 13, -12], [[0, [0], [12], Yes], [1, [1, 2], [13], Yes], [2, [3], [-12], Yes]], Yes).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-measurability · candidate

51. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[36/49, 6/49, 6/49, 1/49], values X=[-12, -3, 2, 12], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0], -432/49, -432/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0], -432/49, -432/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

52. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[30/49, 5/49, 12/49, 2/49], values X=[-11, -2, 3, 11], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0, 1], -340/49, -340/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0, 1], -340/49, -340/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

53. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[24/49, 4/49, 18/49, 3/49], values X=[-10, -1, 4, 10], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [1, 2], 68/49, 68/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [1, 2], 68/49, 68/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

54. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[18/49, 3/49, 24/49, 4/49], values X=[-9, 0, 5, 9], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [2, 3], 156/49, 156/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [2, 3], 156/49, 156/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

55. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 2/49, 30/49, 5/49], values X=[-8, 1, 6, 8], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0], -96/49, -96/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0], -96/49, -96/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

56. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[30/49, 12/49, 5/49, 2/49], values X=[-7, 2, 7, 7], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0, 1], -186/49, -186/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0, 1], -186/49, -186/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

57. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[25/49, 10/49, 10/49, 4/49], values X=[-6, 3, 8, 6], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [1, 2], 110/49, 110/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [1, 2], 110/49, 110/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

58. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[20/49, 8/49, 15/49, 6/49], values X=[-5, -3, 9, 5], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [2, 3], 165/49, 165/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [2, 3], 165/49, 165/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

59. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[15/49, 6/49, 20/49, 8/49], values X=[-4, -2, 10, 4], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0], -60/49, -60/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0], -60/49, -60/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

60. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[10/49, 4/49, 25/49, 10/49], values X=[-3, -1, 11, 3], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0, 1], -34/49, -34/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0, 1], -34/49, -34/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

61. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[24/49, 18/49, 4/49, 3/49], values X=[-2, 0, 12, 2], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [1, 2], 48/49, 48/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [1, 2], 48/49, 48/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

62. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[20/49, 15/49, 8/49, 6/49], values X=[-1, 1, 13, 1], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [2, 3], 110/49, 110/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [2, 3], 110/49, 110/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

63. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[16/49, 12/49, 12/49, 9/49], values X=[0, 2, 14, 0], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0], 0, 0, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0], 0, 0, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

64. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 9/49, 16/49, 12/49], values X=[1, 3, 15, -1], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0, 1], 39/49, 39/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0, 1], 39/49, 39/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

65. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[8/49, 6/49, 20/49, 15/49], values X=[2, -3, 16, -2], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [1, 2], 302/49, 302/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [1, 2], 302/49, 302/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

66. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[18/49, 24/49, 3/49, 4/49], values X=[3, -2, 17, -3], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [2, 3], 39/49, 39/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [2, 3], 39/49, 39/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

67. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[15/49, 20/49, 6/49, 8/49], values X=[4, -1, 18, -4], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0], 60/49, 60/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0], 60/49, 60/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

68. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 16/49, 9/49, 12/49], values X=[5, 0, 19, -5], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0, 1], 60/49, 60/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0, 1], 60/49, 60/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

69. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[9/49, 12/49, 12/49, 16/49], values X=[6, 1, 20, -6], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [1, 2], 36/7, 36/7, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [1, 2], 36/7, 36/7, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

70. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[6/49, 8/49, 15/49, 20/49], values X=[7, 2, 21, -7], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [2, 3], 25/7, 25/7, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [2, 3], 25/7, 25/7, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

71. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 30/49, 2/49, 5/49], values X=[8, 3, 22, -8], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0], 96/49, 96/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0], 96/49, 96/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

72. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[10/49, 25/49, 4/49, 10/49], values X=[9, -3, 23, -9], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0, 1], 15/49, 15/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0, 1], 15/49, 15/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

73. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[8/49, 20/49, 6/49, 15/49], values X=[10, -2, 24, -10], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [1, 2], 104/49, 104/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [1, 2], 104/49, 104/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

74. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[6/49, 15/49, 8/49, 20/49], values X=[11, -1, 25, -11], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=1 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(1, [2, 3], -20/49, -20/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (1, [2, 3], -20/49, -20/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

75. Preserve Every Selected Conditioning-Block Integral

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[4/49, 10/49, 10/49, 25/49], values X=[12, 0, 26, -12], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Selected block_label=0 must exist. Give (block_label,indices,original_integral,conditional_integral,equal?,boundary). Boundary is positive_block or null_block_a.s._arbitrary.

View answer and explanation

(0, [0], 48/49, 48/49, Yes, positive_block)

Compute the original weighted integral on this block and compare with block_mass*block_mean. Both integrals are zero on a null block without performing division. Checking total expectation alone would not establish every block obligation. The exact result, retaining the requested order, is (0, [0], 48/49, 48/49, Yes, positive_block).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-block-integral · candidate

76. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[36/49, 6/49, 6/49, 1/49], values X=[-12, -3, 2, 12], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(-426/49, -426/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (-426/49, -426/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

77. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[30/49, 5/49, 12/49, 2/49], values X=[-11, -2, 3, 11], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(-282/49, -282/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (-282/49, -282/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

78. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[24/49, 4/49, 18/49, 3/49], values X=[-10, -1, 4, 10], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(-142/49, -142/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (-142/49, -142/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

79. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[18/49, 3/49, 24/49, 4/49], values X=[-9, 0, 5, 9], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(-6/49, -6/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (-6/49, -6/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

80. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 2/49, 30/49, 5/49], values X=[-8, 1, 6, 8], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(18/7, 18/7, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (18/7, 18/7, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

81. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[30/49, 12/49, 5/49, 2/49], values X=[-7, 2, 7, 7], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(-137/49, -137/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (-137/49, -137/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

82. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[25/49, 10/49, 10/49, 4/49], values X=[-6, 3, 8, 6], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(-16/49, -16/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (-16/49, -16/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

83. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[20/49, 8/49, 15/49, 6/49], values X=[-5, -3, 9, 5], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(41/49, 41/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (41/49, 41/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

84. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[15/49, 6/49, 20/49, 8/49], values X=[-4, -2, 10, 4], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(160/49, 160/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (160/49, 160/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

85. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[10/49, 4/49, 25/49, 10/49], values X=[-3, -1, 11, 3], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(271/49, 271/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (271/49, 271/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

86. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[24/49, 18/49, 4/49, 3/49], values X=[-2, 0, 12, 2], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(6/49, 6/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (6/49, 6/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

87. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[20/49, 15/49, 8/49, 6/49], values X=[-1, 1, 13, 1], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(15/7, 15/7, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (15/7, 15/7, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

88. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[16/49, 12/49, 12/49, 9/49], values X=[0, 2, 14, 0], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(192/49, 192/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (192/49, 192/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

89. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 9/49, 16/49, 12/49], values X=[1, 3, 15, -1], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(267/49, 267/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (267/49, 267/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

90. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[8/49, 6/49, 20/49, 15/49], values X=[2, -3, 16, -2], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(288/49, 288/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (288/49, 288/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

91. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[18/49, 24/49, 3/49, 4/49], values X=[3, -2, 17, -3], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(45/49, 45/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (45/49, 45/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

92. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[15/49, 20/49, 6/49, 8/49], values X=[4, -1, 18, -4], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(116/49, 116/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (116/49, 116/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

93. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 16/49, 9/49, 12/49], values X=[5, 0, 19, -5], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(171/49, 171/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (171/49, 171/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

94. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[9/49, 12/49, 12/49, 16/49], values X=[6, 1, 20, -6], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(30/7, 30/7, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (30/7, 30/7, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

95. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[6/49, 8/49, 15/49, 20/49], values X=[7, 2, 21, -7], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(233/49, 233/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (233/49, 233/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

96. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[12/49, 30/49, 2/49, 5/49], values X=[8, 3, 22, -8], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(190/49, 190/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (190/49, 190/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

97. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[10/49, 25/49, 4/49, 10/49], values X=[9, -3, 23, -9], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(17/49, 17/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (17/49, 17/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

98. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[8/49, 20/49, 6/49, 15/49], values X=[10, -2, 24, -10], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(34/49, 34/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (34/49, 34/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

99. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[6/49, 15/49, 8/49, 20/49], values X=[11, -1, 25, -11], and conditioning-block labels=[0, 0, 1, 1]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(31/49, 31/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (31/49, 31/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

100. Total Expectation Is a Consequence, Not the Whole Definition

Use one complete finite probability space with outcome indices 0 through 3, aligned masses=[4/49, 10/49, 10/49, 25/49], values X=[12, 0, 26, -12], and conditioning-block labels=[0, 1, 1, 2]. Masses are nonnegative and total exactly 1. Block labels describe a partition of this same space; list block summaries in increasing label order and outcomes in original index order. Conditional expectation is constant on each positive-mass block, with its weighted mean, and preserves every block integral. A zero-mass block is only determined almost surely: return a.s._arbitrary, never divide by zero. Use exact reduced fractions with positive denominators, omitting /1 for integers. Give (E_X,E_conditional,equal?,tower_to_trivial_sigma_algebra).

View answer and explanation

(8/49, 8/49, Yes, tower_to_trivial_sigma_algebra)

Aggregate the original weighted block integrals and the conditional block integrals over the same whole probability space. The equality is the tower consequence to the trivial sigma-algebra; it does not replace block measurability and all block integral checks. The exact result, retaining the requested order, is (8/49, 8/49, Yes, tower_to_trivial_sigma_algebra).

Reviewed step-by-step derivation

Finite conditional expectation · qf-mod29-condexp-total-expectation · candidate

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