Original question and givens
Use the explicitly declared Bernoulli product-law model with exact p=22/29 in [0,1]. Infinite IID requires the complete identical Bernoulli marginal and mutual independence for every finite subfamily, represented here by the symbolic product-law cylinder certificate. Equal means, pairwise independence or checking one finite prefix is insufficient. Use exact reduced fractions with positive denominators, omitting /1 for integers. No law of large numbers, central limit theorem or additional Markov conclusion is asserted. Ordered binary word=[1, 0, 1, 0]. Give (word,atom_factors,product,pass?).
G001 — Use the explicitly declared Bernoulli product-law model with exact p=22/29 in [0,1]. Infinite IID requires the complete identical Bernoulli marginal and mutual independence for every finite subfamily, represented here by the symbolic product-law cylinder certificate. Equal means, pairwise independence or checking one finite prefix is insufficient. Use exact reduced fractions with positive denominators, omitting /1 for integers. No law of large numbers, central limit theorem or additional Markov conclusion is asserted. Ordered binary word=[1, 0, 1, 0]. Give (word,atom_factors,product,pass?).
Step-by-step derivation
S001 · calculation
Before
Bernoulli zero-outcome mass := sub(1, 22/29)
After
Bernoulli zero-outcome mass = 7/29
Conditions: none
Compute exactly from original roles,complete pairings and established intermediates,retaining denominators,signs and zeros.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001
S002 · implies
Before
raw Bernoulli parameter=[22, 29]
After
normalized p=22/29;mass at0=7/29;mass at1=22/29;symbolic product-law model explicitly declared
Conditions: none
Retain the complete{0,1} marginal and the explicitly declared product-law premise.Infinite IID is not inferred from a data set,equal means or pairwise checks.
Step identifiers and dependencies
Rule: Bernoulli_complete_marginal_and_product_law_premise · Uses: G001, S001
S003 · implies
Before
original ordered finite binary word=[1, 0, 1, 0];p=22/29;one-minus-p=7/29
After
cylinder atom factorization uses the same declared symbolic product law
Conditions: none
Preserve word order,use p for1 and1−p for0.Factorization is a model premise,not a test proving independence of an unknown dependent law.Retain empty words and p=0 or1 boundaries.
Step identifiers and dependencies
Rule: IID_ordered_word_and_given_model_not_unknown_law_test · Uses: G001, S002
S004 · implies
Before
word position=0;original bit=1
After
aligned atom factor=22/29
Conditions: none
Choose the correct marginal factor at every original position,retaining zero factors without any conditional-probability division.
Step identifiers and dependencies
Rule: IID_each_original_bit_factor · Uses: G001, S003
S005 · calculation
Before
ordered factor prefix product0 := mul(1, 22/29)
After
ordered factor prefix product0 = 22/29
Conditions: none
Compute exactly from original roles,complete pairings and established intermediates,retaining denominators,signs and zeros.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S004
S006 · implies
Before
word position=1;original bit=0
After
aligned atom factor=7/29
Conditions: none
Choose the correct marginal factor at every original position,retaining zero factors without any conditional-probability division.
Step identifiers and dependencies
Rule: IID_each_original_bit_factor · Uses: G001, S005
S007 · calculation
Before
ordered factor prefix product1 := mul(22/29, 7/29)
After
ordered factor prefix product1 = 154/841
Conditions: none
Compute exactly from original roles,complete pairings and established intermediates,retaining denominators,signs and zeros.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S006
S008 · implies
Before
word position=2;original bit=1
After
aligned atom factor=22/29
Conditions: none
Choose the correct marginal factor at every original position,retaining zero factors without any conditional-probability division.
Step identifiers and dependencies
Rule: IID_each_original_bit_factor · Uses: G001, S007
S009 · calculation
Before
ordered factor prefix product2 := mul(154/841, 22/29)
After
ordered factor prefix product2 = 3388/24389
Conditions: none
Compute exactly from original roles,complete pairings and established intermediates,retaining denominators,signs and zeros.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S008
S010 · implies
Before
word position=3;original bit=0
After
aligned atom factor=7/29
Conditions: none
Choose the correct marginal factor at every original position,retaining zero factors without any conditional-probability division.
Step identifiers and dependencies
Rule: IID_each_original_bit_factor · Uses: G001, S009
S011 · calculation
Before
ordered factor prefix product3 := mul(3388/24389, 7/29)
After
ordered factor prefix product3 = 23716/707281
Conditions: none
Compute exactly from original roles,complete pairings and established intermediates,retaining denominators,signs and zeros.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S010
S012 · implies
Before
ordered atom factors=[22/29, 7/29, 22/29, 7/29]
After
finite product=23716/707281;model factorization check=Yes
Conditions: none
Multiply every factor in original order,starting an empty list at identity1.Pass checks this finite calculation within the declared product model;it does not extrapolate arbitrary infinite IID from finite samples.
Step identifiers and dependencies
Rule: IID_finite_factorization_scope_not_new_infinite_proof · Uses: G001, S011
Result
([1, 0, 1, 0], [22/29, 7/29, 22/29, 7/29], 23716/707281, Yes)
The full substitutions and premise checks give the original answer; source identity,format and status are unchanged.