Explore related knowledge and questions →

Question 4161: Positive-Mass Value Recovered from a Mean

On this page
  1. Original question and givens
  2. Definition and scope
  3. Step-by-step derivation
  4. Reverse checks
  5. Result
  6. This question review and source binding

Return to catalogue page 21

← Question derivation index · Original question batch

R0007-04161 · q-20261008-advance-20261010-r05-expectation-0086

Original question and givens

S={0,…,2}, F=P(S), masses=[11, 2, 1], D=14, and w_i=mass_i/D. Masses are nonnegative and sum exactly to D; uniform weights are not assumed. X=[-10, null, -8] in index order. null marks the unique unknown slot, k=1, whose mass is positive. E[X]=-47/7. Find that slot’s integer value, written as p/1.

  • G001 — S={0,…,2}, F=P(S), masses=[11, 2, 1], D=14, and w_i=mass_i/D. Masses are nonnegative and sum exactly to D; uniform weights are not assumed. X=[-10, null, -8] in index order. null marks the unique unknown slot, k=1, whose mass is positive. E[X]=-47/7. Find that slot’s integer value, written as p/1.

Definition and scope

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

Step-by-step derivation

S001 · calculation

Before

total mass numerator := sum(11, 2, 1)

After

total mass numerator = 14

Conditions: none

Nonnegative integer masses must sum to D for normalized weights.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001

S002 · implies

Before

indexed masses=[11, 2, 1];D=14

After

probabilities=[11/14, 1/7, 1/14]

Conditions: none

Outcome indices start at0 and align masses with X and Y values.Retain zero-mass outcomes;negative random-variable values are allowed.

Step identifiers and dependencies

Rule: indexed_normalized_expectation_model · Uses: G001, S001

S003 · calculation

Before

known numerator0 := mul(11, -10)

After

known numerator0 = -110

Conditions: none

Include mass times value for known slots only;leave the unknown slot as a variable.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S002

S004 · calculation

Before

known numerator2 := mul(1, -8)

After

known numerator2 = -8

Conditions: none

Include mass times value for known slots only;leave the unknown slot as a variable.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S003

S005 · calculation

Before

known weighted numerator := sum(-110, -8)

After

known weighted numerator = -118

Conditions: none

Add all known mass-value terms.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S004

S006 · calculation

Before

target expectation numerator := mul(-47/7, 14)

After

target expectation numerator = -94

Conditions: none

Multiply the target mean by D to obtain the target weighted numerator.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S005

S007 · calculation

Before

unknown weighted contribution := sub(-94, -118)

After

unknown weighted contribution = 24

Conditions: none

Subtract known terms to leave mass_k times the unknown value.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S006

S008 · calculation

Before

recovered unknown value := div(24, 2)

After

recovered unknown value = 12

Conditions: none

Positive unknown-slot mass makes the value uniquely recoverable;this exercise slice requires an integer result.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S007

S009 · calculation

Before

recovered weighted numerator := mul(2, 12)

After

recovered weighted numerator = 24

Conditions: none

Multiply the recovered value by its original slot mass to audit alignment and sign.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S008

S010 · calculation

Before

complete reconstructed numerator := sum(-118, 24)

After

complete reconstructed numerator = -94

Conditions: none

Restore the missing term to obtain the complete numerator.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S009

S011 · calculation

Before

reconstructed expectation := div(-94, 14)

After

reconstructed expectation = -47/7

Conditions: none

Divide by D to substitute back;the result must equal the stated mean.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S010

S012 · implies

Before

k=1;mass_k=2>0;target=-47/7

After

unique recovered value=12;substitution mean=-47/7

Conditions: none

With mass0 the mean would not constrain this slot,so this inversion would fail.Null marks the unique unknown and is not numeric0.

Step identifiers and dependencies

Rule: positive_mass_missing_value_uniqueness · Uses: G001, S011

Reverse checks

  • S012 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
  • S011 · premise_and_result_audit — Recompute reconstructed expectation with exact rational arithmetic, not rounded decimals.
  • S010 · premise_and_result_audit — Recompute complete reconstructed numerator with exact rational arithmetic, not rounded decimals.
  • S009 · premise_and_result_audit — Recompute recovered weighted numerator with exact rational arithmetic, not rounded decimals.
  • S008 · premise_and_result_audit — Recompute recovered unknown value with exact rational arithmetic, not rounded decimals.
  • S007 · premise_and_result_audit — Recompute unknown weighted contribution with exact rational arithmetic, not rounded decimals.
  • S006 · premise_and_result_audit — Recompute target expectation numerator with exact rational arithmetic, not rounded decimals.
  • S005 · premise_and_result_audit — Recompute known weighted numerator with exact rational arithmetic, not rounded decimals.
  • S004 · premise_and_result_audit — Recompute known numerator2 with exact rational arithmetic, not rounded decimals.
  • S003 · premise_and_result_audit — Recompute known numerator0 with exact rational arithmetic, not rounded decimals.
  • S002 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
  • S001 · premise_and_result_audit — Recompute total mass numerator with exact rational arithmetic, not rounded decimals.

Result

12/1

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

This question review and source binding

Review date: 2026-10-26

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

Source hashes and review receipts
  • input commit: 0f7be61e2c22317a4075561dc822c87d881a50db
  • original question SHA-256: eeff760ebe816f61b8843fd5055d5922a4d742d9e95a3295e0aa96460e72d9a0
  • candidate record SHA-256: 3cbc21fd41da58f98051567acaceb47de62b9dc1745401b414c0001a97348514
  • semantic review receipt SHA-256: faf0582c0184613e6fae207374056133eae600883a29c67d8438113bbe3c485a
  • question-first witness SHA-256: 4b283b6ff424b1d22caa36f3552b0fa21b1b66a0a883d7cbe9cedc8dd77b2e42
  • Lean: NOT_RUN · human review: NOT_PERFORMED
Same-source full JSON