Exact Joint Qualification, Marginals, Rectangle Events and Pair Masses

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batch-20261013-advance-20261026-r04-finite-joint-distribution-foundations · 2026-10-13 · 100 questions

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

1. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-12, -1], [-11, 0], [-10, 1], [-9, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 3/8] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-12, -1], [-11, 0], [-10, 1], [-9, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-12, -1], [-11, 0], [-10, 1], [-9, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

2. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-11, -1], [-10, 0], [-9, 1], [-8, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-11, -1], [-10, 0], [-9, 1], [-8, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-11, -1], [-10, 0], [-9, 1], [-8, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

3. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-10, -1], [-9, 0], [-8, 1], [-7, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-10, -1], [-9, 0], [-8, 1], [-7, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-10, -1], [-9, 0], [-8, 1], [-7, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

4. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-9, -1], [-8, 0], [-7, 1], [-6, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-9, -1], [-8, 0], [-7, 1], [-6, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-9, -1], [-8, 0], [-7, 1], [-6, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

5. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-8, -1], [-7, 0], [-6, 1], [-5, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-8, -1], [-7, 0], [-6, 1], [-5, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-8, -1], [-7, 0], [-6, 1], [-5, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

6. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-7, -1], [-6, 0], [-5, 1], [-4, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 3/8] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-7, -1], [-6, 0], [-5, 1], [-4, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-7, -1], [-6, 0], [-5, 1], [-4, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

7. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-6, -1], [-5, 0], [-4, 1], [-3, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-6, -1], [-5, 0], [-4, 1], [-3, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-6, -1], [-5, 0], [-4, 1], [-3, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

8. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-5, -1], [-4, 0], [-3, 1], [-2, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-5, -1], [-4, 0], [-3, 1], [-2, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-5, -1], [-4, 0], [-3, 1], [-2, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

9. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-4, -1], [-3, 0], [-2, 1], [-1, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-4, -1], [-3, 0], [-2, 1], [-1, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-4, -1], [-3, 0], [-2, 1], [-1, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

10. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-3, -1], [-2, 0], [-1, 1], [0, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-3, -1], [-2, 0], [-1, 1], [0, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-3, -1], [-2, 0], [-1, 1], [0, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

11. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-2, -1], [-1, 0], [0, 1], [1, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 3/8] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-2, -1], [-1, 0], [0, 1], [1, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-2, -1], [-1, 0], [0, 1], [1, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

12. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[-1, -1], [0, 0], [1, 1], [2, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[-1, -1], [0, 0], [1, 1], [2, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-1, -1], [0, 0], [1, 1], [2, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

13. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[0, -1], [1, 0], [2, 1], [3, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[0, -1], [1, 0], [2, 1], [3, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[0, -1], [1, 0], [2, 1], [3, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

14. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[1, -1], [2, 0], [3, 1], [4, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[1, -1], [2, 0], [3, 1], [4, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[1, -1], [2, 0], [3, 1], [4, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

15. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[2, -1], [3, 0], [4, 1], [5, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[2, -1], [3, 0], [4, 1], [5, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[2, -1], [3, 0], [4, 1], [5, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

16. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[3, -1], [4, 0], [5, 1], [6, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 3/8] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[3, -1], [4, 0], [5, 1], [6, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[3, -1], [4, 0], [5, 1], [6, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

17. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[4, -1], [5, 0], [6, 1], [7, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[4, -1], [5, 0], [6, 1], [7, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[4, -1], [5, 0], [6, 1], [7, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

18. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[5, -1], [6, 0], [7, 1], [8, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[5, -1], [6, 0], [7, 1], [8, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[5, -1], [6, 0], [7, 1], [8, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

19. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[6, -1], [7, 0], [8, 1], [9, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[6, -1], [7, 0], [8, 1], [9, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[6, -1], [7, 0], [8, 1], [9, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

20. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[7, -1], [8, 0], [9, 1], [10, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[7, -1], [8, 0], [9, 1], [10, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[7, -1], [8, 0], [9, 1], [10, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

21. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[8, -1], [9, 0], [10, 1], [11, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 3/8] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[8, -1], [9, 0], [10, 1], [11, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[8, -1], [9, 0], [10, 1], [11, 2]], [1/8, 1/4, 1/8, 3/8], Yes, 7/8, No).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

22. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[9, -1], [10, 0], [11, 1], [12, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[9, -1], [10, 0], [11, 1], [12, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[9, -1], [10, 0], [11, 1], [12, 3]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

23. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[10, -1], [11, 0], [12, 1], [13, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[10, -1], [11, 0], [12, 1], [13, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[10, -1], [11, 0], [12, 1], [13, 4]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

24. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[11, -1], [12, 0], [13, 1], [14, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[11, -1], [12, 0], [13, 1], [14, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[11, -1], [12, 0], [13, 1], [14, 5]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

25. Qualify a Whole Exact Joint Probability Table

Use the complete list of distinct integer pairs=[[12, -1], [13, 0], [14, 1], [15, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. Give (support,normalized masses,all masses nonnegative?,exact sum,qualified?).

View answer and explanation

([[12, -1], [13, 0], [14, 1], [15, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes)

Keep the original pair order and aligned normalized masses. Check nonnegativity and exact total separately; a nearly normalized or signed table is not qualified. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[12, -1], [13, 0], [14, 1], [15, 6]], [1/8, 1/4, 1/8, 1/2], Yes, 1, Yes).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-qualification · candidate

26. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-12, -1], [-11, 0], [-10, 1], [-9, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-12, 1/8], [-11, 1/4], [-10, 1/8], [-9, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-12, 1/8], [-11, 1/4], [-10, 1/8], [-9, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

27. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-11, -1], [-10, 0], [-9, 1], [-8, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-11, 1/8], [-10, 1/4], [-9, 1/8], [-8, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-11, 1/8], [-10, 1/4], [-9, 1/8], [-8, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

28. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-10, -1], [-9, 0], [-8, 1], [-7, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-10, 1/8], [-9, 1/4], [-8, 1/8], [-7, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-10, 1/8], [-9, 1/4], [-8, 1/8], [-7, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

29. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-9, -1], [-8, 0], [-7, 1], [-6, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-9, 1/8], [-8, 1/4], [-7, 1/8], [-6, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-9, 1/8], [-8, 1/4], [-7, 1/8], [-6, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

30. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-8, -1], [-7, 0], [-6, 1], [-5, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-8, 1/8], [-7, 1/4], [-6, 1/8], [-5, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-8, 1/8], [-7, 1/4], [-6, 1/8], [-5, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

31. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-7, -1], [-6, 0], [-5, 1], [-4, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-7, 1/8], [-6, 1/4], [-5, 1/8], [-4, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-7, 1/8], [-6, 1/4], [-5, 1/8], [-4, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

32. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-6, -1], [-5, 0], [-4, 1], [-3, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-6, 1/8], [-5, 1/4], [-4, 1/8], [-3, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-6, 1/8], [-5, 1/4], [-4, 1/8], [-3, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

33. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-5, -1], [-4, 0], [-3, 1], [-2, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-5, 1/8], [-4, 1/4], [-3, 1/8], [-2, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-5, 1/8], [-4, 1/4], [-3, 1/8], [-2, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

34. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-4, -1], [-3, 0], [-2, 1], [-1, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-4, 1/8], [-3, 1/4], [-2, 1/8], [-1, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-4, 1/8], [-3, 1/4], [-2, 1/8], [-1, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

35. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-3, -1], [-2, 0], [-1, 1], [0, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-3, 1/8], [-2, 1/4], [-1, 1/8], [0, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-3, 1/8], [-2, 1/4], [-1, 1/8], [0, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

36. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-2, -1], [-1, 0], [0, 1], [1, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-2, 1/8], [-1, 1/4], [0, 1/8], [1, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-2, 1/8], [-1, 1/4], [0, 1/8], [1, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

37. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[-1, -1], [0, 0], [1, 1], [2, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

38. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[0, -1], [1, 0], [2, 1], [3, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[0, 1/8], [1, 1/4], [2, 1/8], [3, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[0, 1/8], [1, 1/4], [2, 1/8], [3, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

39. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[1, -1], [2, 0], [3, 1], [4, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[1, 1/8], [2, 1/4], [3, 1/8], [4, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[1, 1/8], [2, 1/4], [3, 1/8], [4, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

40. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[2, -1], [3, 0], [4, 1], [5, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[2, 1/8], [3, 1/4], [4, 1/8], [5, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[2, 1/8], [3, 1/4], [4, 1/8], [5, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

41. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[3, -1], [4, 0], [5, 1], [6, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[3, 1/8], [4, 1/4], [5, 1/8], [6, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[3, 1/8], [4, 1/4], [5, 1/8], [6, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

42. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[4, -1], [5, 0], [6, 1], [7, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[4, 1/8], [5, 1/4], [6, 1/8], [7, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[4, 1/8], [5, 1/4], [6, 1/8], [7, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

43. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[5, -1], [6, 0], [7, 1], [8, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[5, 1/8], [6, 1/4], [7, 1/8], [8, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[5, 1/8], [6, 1/4], [7, 1/8], [8, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

44. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[6, -1], [7, 0], [8, 1], [9, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[6, 1/8], [7, 1/4], [8, 1/8], [9, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[6, 1/8], [7, 1/4], [8, 1/8], [9, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

45. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[7, -1], [8, 0], [9, 1], [10, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[7, 1/8], [8, 1/4], [9, 1/8], [10, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[7, 1/8], [8, 1/4], [9, 1/8], [10, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

46. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[8, -1], [9, 0], [10, 1], [11, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[8, 1/8], [9, 1/4], [10, 1/8], [11, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[8, 1/8], [9, 1/4], [10, 1/8], [11, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [2, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

47. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[9, -1], [10, 0], [11, 1], [12, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[9, 1/8], [10, 1/4], [11, 1/8], [12, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[9, 1/8], [10, 1/4], [11, 1/8], [12, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [3, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

48. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[10, -1], [11, 0], [12, 1], [13, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[10, 1/8], [11, 1/4], [12, 1/8], [13, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[10, 1/8], [11, 1/4], [12, 1/8], [13, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [4, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

49. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[11, -1], [12, 0], [13, 1], [14, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[11, 1/8], [12, 1/4], [13, 1/8], [14, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[11, 1/8], [12, 1/4], [13, 1/8], [14, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [5, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

50. Aggregate Both Marginals from the Same Qualified Joint Law

Use the complete list of distinct integer pairs=[[12, -1], [13, 0], [14, 1], [15, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. Give (x_marginal,y_marginal), each as [label,mass] rows sorted numerically by label, retaining listed labels even when their aggregated mass is zero.

View answer and explanation

([[12, 1/8], [13, 1/4], [14, 1/8], [15, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]])

Sum aligned masses over equal first coordinates and separately over equal second coordinates. Do not multiply the resulting marginals or reconstruct an unprovided joint law. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([[12, 1/8], [13, 1/4], [14, 1/8], [15, 1/2]], [[-1, 1/8], [0, 1/4], [1, 1/8], [6, 1/2]]).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-marginals · candidate

51. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-12, -1], [-11, 0], [-10, 1], [-9, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-12, -10], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-12, -10], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-12, -10], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

52. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-11, -1], [-10, 0], [-9, 1], [-8, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-11, -9], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-11, -9], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-11, -9], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

53. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-10, -1], [-9, 0], [-8, 1], [-7, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-10, -8], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-10, -8], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-10, -8], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

54. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-9, -1], [-8, 0], [-7, 1], [-6, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-9, -7], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-9, -7], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-9, -7], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

55. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-8, -1], [-7, 0], [-6, 1], [-5, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-8, -6], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-8, -6], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-8, -6], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

56. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-7, -1], [-6, 0], [-5, 1], [-4, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-7, -5], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-7, -5], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-7, -5], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

57. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-6, -1], [-5, 0], [-4, 1], [-3, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-6, -4], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-6, -4], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-6, -4], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

58. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-5, -1], [-4, 0], [-3, 1], [-2, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-5, -3], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-5, -3], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-5, -3], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

59. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-4, -1], [-3, 0], [-2, 1], [-1, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-4, -2], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-4, -2], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-4, -2], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

60. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-3, -1], [-2, 0], [-1, 1], [0, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-3, -1], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-3, -1], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-3, -1], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

61. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-2, -1], [-1, 0], [0, 1], [1, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-2, 0], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-2, 0], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-2, 0], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

62. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[-1, -1], [0, 0], [1, 1], [2, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[-1, 1], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([-1, 1], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-1, 1], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

63. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[0, -1], [1, 0], [2, 1], [3, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[0, 2], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([0, 2], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([0, 2], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

64. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[1, -1], [2, 0], [3, 1], [4, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[1, 3], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([1, 3], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([1, 3], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

65. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[2, -1], [3, 0], [4, 1], [5, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[2, 4], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([2, 4], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([2, 4], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

66. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[3, -1], [4, 0], [5, 1], [6, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[3, 5], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([3, 5], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([3, 5], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

67. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[4, -1], [5, 0], [6, 1], [7, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[4, 6], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([4, 6], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([4, 6], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

68. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[5, -1], [6, 0], [7, 1], [8, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[5, 7], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([5, 7], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([5, 7], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

69. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[6, -1], [7, 0], [8, 1], [9, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[6, 8], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([6, 8], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([6, 8], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

70. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[7, -1], [8, 0], [9, 1], [10, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[7, 9], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([7, 9], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([7, 9], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

71. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[8, -1], [9, 0], [10, 1], [11, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[8, 10], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([8, 10], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([8, 10], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

72. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[9, -1], [10, 0], [11, 1], [12, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[9, 11], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([9, 11], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([9, 11], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

73. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[10, -1], [11, 0], [12, 1], [13, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[10, 12], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([10, 12], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([10, 12], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

74. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[11, -1], [12, 0], [13, 1], [14, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[11, 13], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([11, 13], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([11, 13], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

75. Both Coordinates Must Belong to a Rectangle Event

Use the complete list of distinct integer pairs=[[12, -1], [13, 0], [14, 1], [15, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first. x_event=[12, 14], y_event=[-1, 1] are sets: normalize duplicates and numeric order. Give (normalized x_event,normalized y_event,probability). Outside-support labels remain in the normalized sets but add no mass.

View answer and explanation

([12, 14], [-1, 1], 1/4)

Sum the mass of a pair only when its first coordinate belongs to x_event AND its second belongs to y_event. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([12, 14], [-1, 1], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-rectangle-event · candidate

76. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-12, -1], [-11, 0], [-10, 1], [-9, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[-12, -1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([-12, -1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-12, -1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

77. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-11, -1], [-10, 0], [-9, 1], [-8, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[-10, 0]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([-10, 0], 1/4)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-10, 0], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

78. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-10, -1], [-9, 0], [-8, 1], [-7, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[-8, 1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([-8, 1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-8, 1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

79. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-9, -1], [-8, 0], [-7, 1], [-6, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[3, 99]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([3, 99], 0)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([3, 99], 0).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

80. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-8, -1], [-7, 0], [-6, 1], [-5, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[-8, -1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([-8, -1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-8, -1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

81. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-7, -1], [-6, 0], [-5, 1], [-4, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[-6, 0]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([-6, 0], 1/4)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-6, 0], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

82. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-6, -1], [-5, 0], [-4, 1], [-3, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[-4, 1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([-4, 1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-4, 1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

83. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-5, -1], [-4, 0], [-3, 1], [-2, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[7, 99]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([7, 99], 0)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([7, 99], 0).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

84. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-4, -1], [-3, 0], [-2, 1], [-1, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[-4, -1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([-4, -1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-4, -1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

85. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-3, -1], [-2, 0], [-1, 1], [0, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[-2, 0]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([-2, 0], 1/4)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([-2, 0], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

86. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-2, -1], [-1, 0], [0, 1], [1, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[0, 1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([0, 1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([0, 1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

87. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[-1, -1], [0, 0], [1, 1], [2, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[11, 99]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([11, 99], 0)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([11, 99], 0).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

88. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[0, -1], [1, 0], [2, 1], [3, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[0, -1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([0, -1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([0, -1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

89. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[1, -1], [2, 0], [3, 1], [4, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[2, 0]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([2, 0], 1/4)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([2, 0], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

90. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[2, -1], [3, 0], [4, 1], [5, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[4, 1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([4, 1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([4, 1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

91. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[3, -1], [4, 0], [5, 1], [6, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[15, 99]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([15, 99], 0)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([15, 99], 0).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

92. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[4, -1], [5, 0], [6, 1], [7, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[4, -1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([4, -1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([4, -1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

93. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[5, -1], [6, 0], [7, 1], [8, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[6, 0]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([6, 0], 1/4)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([6, 0], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

94. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[6, -1], [7, 0], [8, 1], [9, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[8, 1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([8, 1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([8, 1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

95. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[7, -1], [8, 0], [9, 1], [10, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[19, 99]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([19, 99], 0)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([19, 99], 0).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

96. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[8, -1], [9, 0], [10, 1], [11, 2]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[8, -1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([8, -1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([8, -1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

97. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[9, -1], [10, 0], [11, 1], [12, 3]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[10, 0]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([10, 0], 1/4)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([10, 0], 1/4).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

98. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[10, -1], [11, 0], [12, 1], [13, 4]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[12, 1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([12, 1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([12, 1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

99. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[11, -1], [12, 0], [13, 1], [14, 5]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[23, 99]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([23, 99], 0)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([23, 99], 0).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

100. Look Up One Pair without Assuming a Product Law

Use the complete list of distinct integer pairs=[[12, -1], [13, 0], [14, 1], [15, 6]] and their aligned exact masses=[1/8, 1/4, 1/8, 1/2] on one common finite probability space. Qualification requires every mass to be nonnegative and their exact sum to be 1; zero masses are allowed. Preserve pair-mass alignment. Marginals alone do not specify this joint law or imply independence. No continuous or infinite-support conclusion is claimed. Use exact reduced rational outputs with positive denominators; omit /1 for integers. The joint table must qualify first; requested pair=[12, -1]. Give (pair,mass), using zero when the pair is unlisted.

View answer and explanation

([12, -1], 1/8)

Use its mass in this exact joint table, not a product of marginal masses. An exact finite or explicitly certified slice does not automatically establish a general infinite theorem. The exact result, retaining the requested order, is ([12, -1], 1/8).

Reviewed step-by-step derivation

Finite joint distribution · qf-mod26-joint-mass-lookup · candidate

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