Question 14159: Block-Constant Values Give Conditioning Measurability

Original question and givens

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?].

• G001 — 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?].

Definition and scope

Use the original question domain, assumptions and cited MKO definitions. This item has second-context mathematical and bilingual review, with the model, answer and every arithmetic step independently recomputed from the original parameters; the source question remains a candidate.

• mko-conditional-expectation

Step-by-step derivation

conditional model whole mass sum := sum(15/49, 6/49, 20/49, 8/49)

conditional model whole mass sum = 1

conditional model:raw aligned masses=[[15, 49], [6, 49], [20, 49], [8, 49]]

normalized masses=[15/49, 6/49, 20/49, 8/49];nonnegative=Yes;total=1

same outcome indices=[0, 1, 2, 3];X values=[-4, -2, 10, 4];block labels=[0, 1, 1, 2]

distinct conditioning labels in increasing order=[0, 1, 2]

block0 mass := sum(15/49)

block0 mass = 15/49

block0 atom0 weighted X := mul(15/49, -4)

block0 atom0 weighted X = -60/49

block0 original weighted integral := sum(-60/49)

block0 original weighted integral = -60/49

block0 positive-mass conditional mean := div(-60/49, 15/49)

block0 positive-mass conditional mean = -4

block label=0;indices=[0];positive mass=15/49;weighted integral=-60/49

block-constant conditional value=-4

block1 mass := sum(6/49, 20/49)

block1 mass = 26/49

block1 atom1 weighted X := mul(6/49, -2)

block1 atom1 weighted X = -12/49

block1 atom2 weighted X := mul(20/49, 10)

block1 atom2 weighted X = 200/49

block1 original weighted integral := sum(-12/49, 200/49)

block1 original weighted integral = 188/49

block1 positive-mass conditional mean := div(188/49, 26/49)

block1 positive-mass conditional mean = 94/13

block label=1;indices=[1, 2];positive mass=26/49;weighted integral=188/49

block-constant conditional value=94/13

block2 mass := sum(8/49)

block2 mass = 8/49

block2 atom3 weighted X := mul(8/49, 4)

block2 atom3 weighted X = 32/49

block2 original weighted integral := sum(32/49)

block2 original weighted integral = 32/49

block2 positive-mass conditional mean := div(32/49, 8/49)

block2 positive-mass conditional mean = 4

block label=2;indices=[3];positive mass=8/49;weighted integral=32/49

block-constant conditional value=4

block=0;indices=[0];conditional values=[-4]

distinct values in encounter order=[-4];constant=Yes

block=1;indices=[1, 2];conditional values=[94/13, 94/13]

distinct values in encounter order=[94/13];constant=Yes

block=2;indices=[3];conditional values=[4]

distinct values in encounter order=[4];constant=Yes

Reverse checks

• S022 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S021 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S020 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S019 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S018 · premise_and_result_audit — Recompute block2 positive-mass conditional mean with exact rational arithmetic, not rounded decimals.
• S017 · premise_and_result_audit — Recompute block2 original weighted integral with exact rational arithmetic, not rounded decimals.
• S016 · premise_and_result_audit — Recompute block2 atom3 weighted X with exact rational arithmetic, not rounded decimals.
• S015 · premise_and_result_audit — Recompute block2 mass with exact rational arithmetic, not rounded decimals.
• S014 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S013 · premise_and_result_audit — Recompute block1 positive-mass conditional mean with exact rational arithmetic, not rounded decimals.
• S012 · premise_and_result_audit — Recompute block1 original weighted integral with exact rational arithmetic, not rounded decimals.
• S011 · premise_and_result_audit — Recompute block1 atom2 weighted X with exact rational arithmetic, not rounded decimals.
• S010 · premise_and_result_audit — Recompute block1 atom1 weighted X with exact rational arithmetic, not rounded decimals.
• S009 · premise_and_result_audit — Recompute block1 mass with exact rational arithmetic, not rounded decimals.
• S008 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S007 · premise_and_result_audit — Recompute block0 positive-mass conditional mean with exact rational arithmetic, not rounded decimals.
• S006 · premise_and_result_audit — Recompute block0 original weighted integral with exact rational arithmetic, not rounded decimals.
• S005 · premise_and_result_audit — Recompute block0 atom0 weighted X with exact rational arithmetic, not rounded decimals.
• S004 · premise_and_result_audit — Recompute block0 mass with exact rational arithmetic, not rounded decimals.
• S003 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S002 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
• S001 · premise_and_result_audit — Recompute conditional model whole mass sum with exact rational arithmetic, not rounded decimals.

Result

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

The full substitutions and premise checks give the original answer; source identity,format and status are unchanged.

This question review and source binding

Review date: 2026-10-26

Original questions, answers, step expressions, numeric ASTs and historical records are retained. Source candidate labels remain historical and are not overwritten as formal proof.