R0053-27291 · q-20261015-advance-20261118-r01-central-limit-theorem-finite-variance-iid-0041
Step-by-step derivation
S001 · implies
Before
source roles = [clt-standardized-sum-moments]
After
derived = [[n, sum_distribution, total_probability, sum_mean, sum_variance, n_times_mean, n_times_variance, standardized_mean, standardized_variance, standardization_description, finite_scope]]
Conditions: none
List the complete source field order and mode-specific roles without JavaScript or answer-shape inference;No,undefined and infinity retain their distinct meanings.
Step identifiers and dependencies
Rule: source_ordered_fields_without_JS · Uses: G001
S002 · implies
Before
source roles = [infinite_iid]
After
derived = [ASSUME infinite sequence is IID with this common marginal]
Conditions: none
infinite_iid is an explicit infinite-process premise token,not a construction or finite verification of infinite independence.Subsequent reasoning is conditional on that premise.
Step identifiers and dependencies
Rule: CLT_infinite_iid_is_EXACT_GIVEN_premise_not_constructed_process · Uses: G001, S001
S003 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL law mass sum0 := sum(0, 1/2)
After
CLT ORIGINAL common marginal ORIGINAL law mass sum0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S002
S004 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL law mass sum1 := sum(1/2, 1/2)
After
CLT ORIGINAL common marginal ORIGINAL law mass sum1 = 1
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S003
S005 · implies
Before
source roles = [CLT ORIGINAL common marginal, [-2, -1], [[1, 2], [1, 2]]]
After
derived = [[[-2, 1/2], [-1, 1/2]], 1]
Conditions: none
Pair ORIGINAL values/probabilities before numeric sorting,retaining zero-mass labels and checking total mass1.This qualifies a finite marginal,not an infinite IID process inferred from samples.
Step identifiers and dependencies
Rule: CLT_ORIGINAL_value_probability_pairs_NUMERIC_order_normalized · Uses: G001, S004
S006 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL value times probability0 := mul(-2, 1/2)
After
CLT ORIGINAL common marginal ORIGINAL value times probability0 = -1
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S005
S007 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL ascending mean sum0 := sum(0, -1)
After
CLT ORIGINAL common marginal ORIGINAL ascending mean sum0 = -1
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S006
S008 · calculation
Before
CLT ORIGINAL common marginal exact value square0 := mul(-2, -2)
After
CLT ORIGINAL common marginal exact value square0 = 4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S007
S009 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL square times probability0 := mul(4, 1/2)
After
CLT ORIGINAL common marginal ORIGINAL square times probability0 = 2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S008
S010 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL ascending second moment sum0 := sum(0, 2)
After
CLT ORIGINAL common marginal ORIGINAL ascending second moment sum0 = 2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S009
S011 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL value times probability1 := mul(-1, 1/2)
After
CLT ORIGINAL common marginal ORIGINAL value times probability1 = -1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S010
S012 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL ascending mean sum1 := sum(-1, -1/2)
After
CLT ORIGINAL common marginal ORIGINAL ascending mean sum1 = -3/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S011
S013 · calculation
Before
CLT ORIGINAL common marginal exact value square1 := mul(-1, -1)
After
CLT ORIGINAL common marginal exact value square1 = 1
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S012
S014 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL square times probability1 := mul(1, 1/2)
After
CLT ORIGINAL common marginal ORIGINAL square times probability1 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S013
S015 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL ascending second moment sum1 := sum(2, 1/2)
After
CLT ORIGINAL common marginal ORIGINAL ascending second moment sum1 = 5/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S014
S016 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL mean square := mul(-3/2, -3/2)
After
CLT ORIGINAL common marginal ORIGINAL mean square = 9/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S015
S017 · calculation
Before
CLT ORIGINAL common marginal ORIGINAL second minus mean square := sub(5/2, 9/4)
After
CLT ORIGINAL common marginal ORIGINAL second minus mean square = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S016
S018 · implies
Before
source roles = [CLT ORIGINAL common marginal, [[-2, 1/2], [-1, 1/2]]]
After
derived = [-3/2, 5/2, 1/4]
Conditions: none
Use the SAME complete law for E[X],E[X²] and Var(X)=E[X²]-E[X]².Keep value² as an exact teaching intermediate and apply the source profile to its product with probability,not an extra rejection for a large zero-mass value square.Finite moments prove neither independence,an infinite process nor a distributional limit.
Step identifiers and dependencies
Rule: CLT_ALL_finite_marginal_moments_not_a_process_or_limit_proof · Uses: G001, S017
S019 · calculation
Before
CLT joint ORIGINAL word0 sum := sum(-2, -2, -2, -2)
After
CLT joint ORIGINAL word0 sum = -8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S018
S020 · calculation
Before
CLT joint ORIGINAL word0 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word0 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S019
S021 · calculation
Before
CLT joint ORIGINAL word0 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word0 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S020
S022 · calculation
Before
CLT joint ORIGINAL word0 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word0 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S021
S023 · calculation
Before
CLT joint ORIGINAL word0 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word0 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S022
S024 · calculation
Before
CLT joint ORIGINAL sum-8 bucket word0 := sum(0, 1/16)
After
CLT joint ORIGINAL sum-8 bucket word0 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S023
S025 · implies
Before
source roles = [4, 0, [-2, -2, -2, -2], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-8, 1/16, 0, 1/16]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S024
S026 · calculation
Before
CLT joint ORIGINAL word1 sum := sum(-2, -2, -2, -1)
After
CLT joint ORIGINAL word1 sum = -7
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S025
S027 · calculation
Before
CLT joint ORIGINAL word1 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word1 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S026
S028 · calculation
Before
CLT joint ORIGINAL word1 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word1 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S027
S029 · calculation
Before
CLT joint ORIGINAL word1 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word1 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S028
S030 · calculation
Before
CLT joint ORIGINAL word1 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word1 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S029
S031 · calculation
Before
CLT joint ORIGINAL sum-7 bucket word1 := sum(0, 1/16)
After
CLT joint ORIGINAL sum-7 bucket word1 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S030
S032 · implies
Before
source roles = [4, 1, [-2, -2, -2, -1], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-7, 1/16, 0, 1/16]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S031
S033 · calculation
Before
CLT joint ORIGINAL word2 sum := sum(-2, -2, -1, -2)
After
CLT joint ORIGINAL word2 sum = -7
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S032
S034 · calculation
Before
CLT joint ORIGINAL word2 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word2 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S033
S035 · calculation
Before
CLT joint ORIGINAL word2 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word2 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S034
S036 · calculation
Before
CLT joint ORIGINAL word2 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word2 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S035
S037 · calculation
Before
CLT joint ORIGINAL word2 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word2 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S036
S038 · calculation
Before
CLT joint ORIGINAL sum-7 bucket word2 := sum(1/16, 1/16)
After
CLT joint ORIGINAL sum-7 bucket word2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S037
S039 · implies
Before
source roles = [4, 2, [-2, -2, -1, -2], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-7, 1/16, 1/16, 1/8]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S038
S040 · calculation
Before
CLT joint ORIGINAL word3 sum := sum(-2, -2, -1, -1)
After
CLT joint ORIGINAL word3 sum = -6
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S039
S041 · calculation
Before
CLT joint ORIGINAL word3 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word3 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S040
S042 · calculation
Before
CLT joint ORIGINAL word3 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word3 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S041
S043 · calculation
Before
CLT joint ORIGINAL word3 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word3 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S042
S044 · calculation
Before
CLT joint ORIGINAL word3 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word3 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S043
S045 · calculation
Before
CLT joint ORIGINAL sum-6 bucket word3 := sum(0, 1/16)
After
CLT joint ORIGINAL sum-6 bucket word3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S044
S046 · implies
Before
source roles = [4, 3, [-2, -2, -1, -1], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-6, 1/16, 0, 1/16]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S045
S047 · calculation
Before
CLT joint ORIGINAL word4 sum := sum(-2, -1, -2, -2)
After
CLT joint ORIGINAL word4 sum = -7
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S046
S048 · calculation
Before
CLT joint ORIGINAL word4 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word4 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S047
S049 · calculation
Before
CLT joint ORIGINAL word4 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word4 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S048
S050 · calculation
Before
CLT joint ORIGINAL word4 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word4 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S049
S051 · calculation
Before
CLT joint ORIGINAL word4 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word4 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S050
S052 · calculation
Before
CLT joint ORIGINAL sum-7 bucket word4 := sum(1/8, 1/16)
After
CLT joint ORIGINAL sum-7 bucket word4 = 3/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S051
S053 · implies
Before
source roles = [4, 4, [-2, -1, -2, -2], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-7, 1/16, 1/8, 3/16]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S052
S054 · calculation
Before
CLT joint ORIGINAL word5 sum := sum(-2, -1, -2, -1)
After
CLT joint ORIGINAL word5 sum = -6
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S053
S055 · calculation
Before
CLT joint ORIGINAL word5 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word5 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S054
S056 · calculation
Before
CLT joint ORIGINAL word5 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word5 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S055
S057 · calculation
Before
CLT joint ORIGINAL word5 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word5 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S056
S058 · calculation
Before
CLT joint ORIGINAL word5 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word5 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S057
S059 · calculation
Before
CLT joint ORIGINAL sum-6 bucket word5 := sum(1/16, 1/16)
After
CLT joint ORIGINAL sum-6 bucket word5 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S058
S060 · implies
Before
source roles = [4, 5, [-2, -1, -2, -1], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-6, 1/16, 1/16, 1/8]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S059
S061 · calculation
Before
CLT joint ORIGINAL word6 sum := sum(-2, -1, -1, -2)
After
CLT joint ORIGINAL word6 sum = -6
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S060
S062 · calculation
Before
CLT joint ORIGINAL word6 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word6 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S061
S063 · calculation
Before
CLT joint ORIGINAL word6 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word6 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S062
S064 · calculation
Before
CLT joint ORIGINAL word6 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word6 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S063
S065 · calculation
Before
CLT joint ORIGINAL word6 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word6 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S064
S066 · calculation
Before
CLT joint ORIGINAL sum-6 bucket word6 := sum(1/8, 1/16)
After
CLT joint ORIGINAL sum-6 bucket word6 = 3/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S065
S067 · implies
Before
source roles = [4, 6, [-2, -1, -1, -2], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-6, 1/16, 1/8, 3/16]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S066
S068 · calculation
Before
CLT joint ORIGINAL word7 sum := sum(-2, -1, -1, -1)
After
CLT joint ORIGINAL word7 sum = -5
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S067
S069 · calculation
Before
CLT joint ORIGINAL word7 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word7 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S068
S070 · calculation
Before
CLT joint ORIGINAL word7 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word7 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S069
S071 · calculation
Before
CLT joint ORIGINAL word7 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word7 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S070
S072 · calculation
Before
CLT joint ORIGINAL word7 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word7 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S071
S073 · calculation
Before
CLT joint ORIGINAL sum-5 bucket word7 := sum(0, 1/16)
After
CLT joint ORIGINAL sum-5 bucket word7 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S072
S074 · implies
Before
source roles = [4, 7, [-2, -1, -1, -1], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-5, 1/16, 0, 1/16]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S073
S075 · calculation
Before
CLT joint ORIGINAL word8 sum := sum(-1, -2, -2, -2)
After
CLT joint ORIGINAL word8 sum = -7
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S074
S076 · calculation
Before
CLT joint ORIGINAL word8 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word8 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S075
S077 · calculation
Before
CLT joint ORIGINAL word8 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word8 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S076
S078 · calculation
Before
CLT joint ORIGINAL word8 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word8 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S077
S079 · calculation
Before
CLT joint ORIGINAL word8 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word8 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S078
S080 · calculation
Before
CLT joint ORIGINAL sum-7 bucket word8 := sum(3/16, 1/16)
After
CLT joint ORIGINAL sum-7 bucket word8 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S079
S081 · implies
Before
source roles = [4, 8, [-1, -2, -2, -2], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-7, 1/16, 3/16, 1/4]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S080
S082 · calculation
Before
CLT joint ORIGINAL word9 sum := sum(-1, -2, -2, -1)
After
CLT joint ORIGINAL word9 sum = -6
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S081
S083 · calculation
Before
CLT joint ORIGINAL word9 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word9 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S082
S084 · calculation
Before
CLT joint ORIGINAL word9 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word9 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S083
S085 · calculation
Before
CLT joint ORIGINAL word9 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word9 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S084
S086 · calculation
Before
CLT joint ORIGINAL word9 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word9 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S085
S087 · calculation
Before
CLT joint ORIGINAL sum-6 bucket word9 := sum(3/16, 1/16)
After
CLT joint ORIGINAL sum-6 bucket word9 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S086
S088 · implies
Before
source roles = [4, 9, [-1, -2, -2, -1], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-6, 1/16, 3/16, 1/4]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S087
S089 · calculation
Before
CLT joint ORIGINAL word10 sum := sum(-1, -2, -1, -2)
After
CLT joint ORIGINAL word10 sum = -6
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S088
S090 · calculation
Before
CLT joint ORIGINAL word10 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word10 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S089
S091 · calculation
Before
CLT joint ORIGINAL word10 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word10 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S090
S092 · calculation
Before
CLT joint ORIGINAL word10 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word10 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S091
S093 · calculation
Before
CLT joint ORIGINAL word10 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word10 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S092
S094 · calculation
Before
CLT joint ORIGINAL sum-6 bucket word10 := sum(1/4, 1/16)
After
CLT joint ORIGINAL sum-6 bucket word10 = 5/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S093
S095 · implies
Before
source roles = [4, 10, [-1, -2, -1, -2], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-6, 1/16, 1/4, 5/16]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S094
S096 · calculation
Before
CLT joint ORIGINAL word11 sum := sum(-1, -2, -1, -1)
After
CLT joint ORIGINAL word11 sum = -5
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S095
S097 · calculation
Before
CLT joint ORIGINAL word11 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word11 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S096
S098 · calculation
Before
CLT joint ORIGINAL word11 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word11 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S097
S099 · calculation
Before
CLT joint ORIGINAL word11 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word11 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S098
S100 · calculation
Before
CLT joint ORIGINAL word11 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word11 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S099
S101 · calculation
Before
CLT joint ORIGINAL sum-5 bucket word11 := sum(1/16, 1/16)
After
CLT joint ORIGINAL sum-5 bucket word11 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S100
S102 · implies
Before
source roles = [4, 11, [-1, -2, -1, -1], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-5, 1/16, 1/16, 1/8]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S101
S103 · calculation
Before
CLT joint ORIGINAL word12 sum := sum(-1, -1, -2, -2)
After
CLT joint ORIGINAL word12 sum = -6
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S102
S104 · calculation
Before
CLT joint ORIGINAL word12 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word12 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S103
S105 · calculation
Before
CLT joint ORIGINAL word12 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word12 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S104
S106 · calculation
Before
CLT joint ORIGINAL word12 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word12 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S105
S107 · calculation
Before
CLT joint ORIGINAL word12 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word12 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S106
S108 · calculation
Before
CLT joint ORIGINAL sum-6 bucket word12 := sum(5/16, 1/16)
After
CLT joint ORIGINAL sum-6 bucket word12 = 3/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S107
S109 · implies
Before
source roles = [4, 12, [-1, -1, -2, -2], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-6, 1/16, 5/16, 3/8]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S108
S110 · calculation
Before
CLT joint ORIGINAL word13 sum := sum(-1, -1, -2, -1)
After
CLT joint ORIGINAL word13 sum = -5
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S109
S111 · calculation
Before
CLT joint ORIGINAL word13 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word13 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S110
S112 · calculation
Before
CLT joint ORIGINAL word13 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word13 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S111
S113 · calculation
Before
CLT joint ORIGINAL word13 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word13 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S112
S114 · calculation
Before
CLT joint ORIGINAL word13 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word13 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S113
S115 · calculation
Before
CLT joint ORIGINAL sum-5 bucket word13 := sum(1/8, 1/16)
After
CLT joint ORIGINAL sum-5 bucket word13 = 3/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S114
S116 · implies
Before
source roles = [4, 13, [-1, -1, -2, -1], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-5, 1/16, 1/8, 3/16]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S115
S117 · calculation
Before
CLT joint ORIGINAL word14 sum := sum(-1, -1, -1, -2)
After
CLT joint ORIGINAL word14 sum = -5
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S116
S118 · calculation
Before
CLT joint ORIGINAL word14 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word14 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S117
S119 · calculation
Before
CLT joint ORIGINAL word14 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word14 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S118
S120 · calculation
Before
CLT joint ORIGINAL word14 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word14 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S119
S121 · calculation
Before
CLT joint ORIGINAL word14 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word14 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S120
S122 · calculation
Before
CLT joint ORIGINAL sum-5 bucket word14 := sum(3/16, 1/16)
After
CLT joint ORIGINAL sum-5 bucket word14 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S121
S123 · implies
Before
source roles = [4, 14, [-1, -1, -1, -2], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-5, 1/16, 3/16, 1/4]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S122
S124 · calculation
Before
CLT joint ORIGINAL word15 sum := sum(-1, -1, -1, -1)
After
CLT joint ORIGINAL word15 sum = -4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S123
S125 · calculation
Before
CLT joint ORIGINAL word15 probability factor0 := mul(1, 1/2)
After
CLT joint ORIGINAL word15 probability factor0 = 1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S124
S126 · calculation
Before
CLT joint ORIGINAL word15 probability factor1 := mul(1/2, 1/2)
After
CLT joint ORIGINAL word15 probability factor1 = 1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S125
S127 · calculation
Before
CLT joint ORIGINAL word15 probability factor2 := mul(1/4, 1/2)
After
CLT joint ORIGINAL word15 probability factor2 = 1/8
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S126
S128 · calculation
Before
CLT joint ORIGINAL word15 probability factor3 := mul(1/8, 1/2)
After
CLT joint ORIGINAL word15 probability factor3 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S127
S129 · calculation
Before
CLT joint ORIGINAL sum-4 bucket word15 := sum(0, 1/16)
After
CLT joint ORIGINAL sum-4 bucket word15 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S128
S130 · implies
Before
source roles = [4, 15, [-1, -1, -1, -1], [1/2, 1/2, 1/2, 1/2]]
After
derived = [-4, 1/16, 0, 1/16]
Conditions: none
The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.
Step identifiers and dependencies
Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S129
S131 · calculation
Before
CLT SUM ORIGINAL total distribution mass0 := sum(0, 1/16)
After
CLT SUM ORIGINAL total distribution mass0 = 1/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S130
S132 · calculation
Before
CLT SUM ORIGINAL total distribution mass1 := sum(1/16, 1/4)
After
CLT SUM ORIGINAL total distribution mass1 = 5/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S131
S133 · calculation
Before
CLT SUM ORIGINAL total distribution mass2 := sum(5/16, 3/8)
After
CLT SUM ORIGINAL total distribution mass2 = 11/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S132
S134 · calculation
Before
CLT SUM ORIGINAL total distribution mass3 := sum(11/16, 1/4)
After
CLT SUM ORIGINAL total distribution mass3 = 15/16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S133
S135 · calculation
Before
CLT SUM ORIGINAL total distribution mass4 := sum(15/16, 1/16)
After
CLT SUM ORIGINAL total distribution mass4 = 1
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S134
S136 · calculation
Before
CLT SUM ORIGINAL value times probability0 := mul(-8, 1/16)
After
CLT SUM ORIGINAL value times probability0 = -1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S135
S137 · calculation
Before
CLT SUM ORIGINAL ascending mean sum0 := sum(0, -1/2)
After
CLT SUM ORIGINAL ascending mean sum0 = -1/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S136
S138 · calculation
Before
CLT SUM exact value square0 := mul(-8, -8)
After
CLT SUM exact value square0 = 64
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S137
S139 · calculation
Before
CLT SUM ORIGINAL square times probability0 := mul(64, 1/16)
After
CLT SUM ORIGINAL square times probability0 = 4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S138
S140 · calculation
Before
CLT SUM ORIGINAL ascending second moment sum0 := sum(0, 4)
After
CLT SUM ORIGINAL ascending second moment sum0 = 4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S139
S141 · calculation
Before
CLT SUM ORIGINAL value times probability1 := mul(-7, 1/4)
After
CLT SUM ORIGINAL value times probability1 = -7/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S140
S142 · calculation
Before
CLT SUM ORIGINAL ascending mean sum1 := sum(-1/2, -7/4)
After
CLT SUM ORIGINAL ascending mean sum1 = -9/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S141
S143 · calculation
Before
CLT SUM exact value square1 := mul(-7, -7)
After
CLT SUM exact value square1 = 49
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S142
S144 · calculation
Before
CLT SUM ORIGINAL square times probability1 := mul(49, 1/4)
After
CLT SUM ORIGINAL square times probability1 = 49/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S143
S145 · calculation
Before
CLT SUM ORIGINAL ascending second moment sum1 := sum(4, 49/4)
After
CLT SUM ORIGINAL ascending second moment sum1 = 65/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S144
S146 · calculation
Before
CLT SUM ORIGINAL value times probability2 := mul(-6, 3/8)
After
CLT SUM ORIGINAL value times probability2 = -9/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S145
S147 · calculation
Before
CLT SUM ORIGINAL ascending mean sum2 := sum(-9/4, -9/4)
After
CLT SUM ORIGINAL ascending mean sum2 = -9/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S146
S148 · calculation
Before
CLT SUM exact value square2 := mul(-6, -6)
After
CLT SUM exact value square2 = 36
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S147
S149 · calculation
Before
CLT SUM ORIGINAL square times probability2 := mul(36, 3/8)
After
CLT SUM ORIGINAL square times probability2 = 27/2
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S148
S150 · calculation
Before
CLT SUM ORIGINAL ascending second moment sum2 := sum(65/4, 27/2)
After
CLT SUM ORIGINAL ascending second moment sum2 = 119/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S149
S151 · calculation
Before
CLT SUM ORIGINAL value times probability3 := mul(-5, 1/4)
After
CLT SUM ORIGINAL value times probability3 = -5/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S150
S152 · calculation
Before
CLT SUM ORIGINAL ascending mean sum3 := sum(-9/2, -5/4)
After
CLT SUM ORIGINAL ascending mean sum3 = -23/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S151
S153 · calculation
Before
CLT SUM exact value square3 := mul(-5, -5)
After
CLT SUM exact value square3 = 25
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S152
S154 · calculation
Before
CLT SUM ORIGINAL square times probability3 := mul(25, 1/4)
After
CLT SUM ORIGINAL square times probability3 = 25/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S153
S155 · calculation
Before
CLT SUM ORIGINAL ascending second moment sum3 := sum(119/4, 25/4)
After
CLT SUM ORIGINAL ascending second moment sum3 = 36
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S154
S156 · calculation
Before
CLT SUM ORIGINAL value times probability4 := mul(-4, 1/16)
After
CLT SUM ORIGINAL value times probability4 = -1/4
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S155
S157 · calculation
Before
CLT SUM ORIGINAL ascending mean sum4 := sum(-23/4, -1/4)
After
CLT SUM ORIGINAL ascending mean sum4 = -6
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S156
S158 · calculation
Before
CLT SUM exact value square4 := mul(-4, -4)
After
CLT SUM exact value square4 = 16
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S157
S159 · calculation
Before
CLT SUM ORIGINAL square times probability4 := mul(16, 1/16)
After
CLT SUM ORIGINAL square times probability4 = 1
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S158
S160 · calculation
Before
CLT SUM ORIGINAL ascending second moment sum4 := sum(36, 1)
After
CLT SUM ORIGINAL ascending second moment sum4 = 37
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S159
S161 · calculation
Before
CLT SUM ORIGINAL mean square := mul(-6, -6)
After
CLT SUM ORIGINAL mean square = 36
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S160
S162 · calculation
Before
CLT SUM ORIGINAL second minus mean square := sub(37, 36)
After
CLT SUM ORIGINAL second minus mean square = 1
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S161
S163 · calculation
Before
CLT ORIGINAL n times common mean := mul(4, -3/2)
After
CLT ORIGINAL n times common mean = -6
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S162
S164 · calculation
Before
CLT ORIGINAL n times common variance := mul(4, 1/4)
After
CLT ORIGINAL n times common variance = 1
Conditions: none
Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S163
S165 · implies
Before
source roles = [4, -3/2, 1/4, [(-8, 1/16), (-7, 1/4), (-6, 3/8), (-5, 1/4), (-4, 1/16)], -6, 1]
After
derived = [1, -6, 1, 0, 1, Z_n=(S_n-n*mu)/(sigma*sqrt(n))]
Conditions: none
sigma²>0 and n>0 make the denominator nonzero.E[Z]=(nmu-nmu)/(sigma sqrt(n))=0 and Var(Z)=n sigma²/(sigma² n)=1.These exact moments belong to this complete FIXED-n law;they do not make it normal or prove the general CLT.
Step identifiers and dependencies
Rule: CLT_standardization_EXACT_0_1_moments_NOT_normality_or_limit · Uses: G001, S164