R0028-14927 · q-20261014-advance-20261030-r06-cumulative-distribution-function-0027
Original question and givens
Use the complete finite discrete law with distinct integer support=[-11, -4, 2] and aligned nonnegative exact masses=[1/4, 1/4, 1/2], summing exactly to 1. Preserve support-to-mass alignment even when support is not sorted. F(t)=P(X≤t) includes equality. The CDF is not a point mass or density: its jump at t is P(X=t), it is nondecreasing and right-continuous, with endpoint limits 0 and 1. Keep exact reduced rational outputs with positive denominators, omitting /1 for integers. Threshold t=-4. Give (t,left_limit,F_t,point_mass,jump_identity?).
G001 — Use the complete finite discrete law with distinct integer support=[-11, -4, 2] and aligned nonnegative exact masses=[1/4, 1/4, 1/2], summing exactly to 1. Preserve support-to-mass alignment even when support is not sorted. F(t)=P(X≤t) includes equality. The CDF is not a point mass or density: its jump at t is P(X=t), it is nondecreasing and right-continuous, with endpoint limits 0 and 1. Keep exact reduced rational outputs with positive denominators, omitting /1 for integers. Threshold t=-4. Give (t,left_limit,F_t,point_mass,jump_identity?).
Step-by-step derivation
S001 · calculation
Before
CDF law total mass := sum(1/4, 1/4, 1/2)
After
CDF law total mass = 1
Conditions: none
Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001
S002 · implies
Before
original ordered support=[-11, -4, 2];raw aligned masses=[[1, 4], [1, 4], [1, 2]]
After
normalized aligned masses=[1/4, 1/4, 1/2];nonnegative=Yes;total=1
Conditions: none
Qualify distinct support,nonnegative masses and unit total.Preserve original support-mass pairing even if unsorted,and retain zero-mass support points.This independently enforces the probability-law premise declared by the source English scope.
Step identifiers and dependencies
Rule: CDF_complete_probability_law_original_pairing · Uses: G001, S001
S003 · implies
Before
threshold CDF:original support index=0;value=-11;threshold=-4
After
test value<=threshold=Yes;aligned mass=1/4
Conditions: none
Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.
Step identifiers and dependencies
Rule: CDF_every_original_atom_threshold_guard · Uses: G001, S002
S004 · implies
Before
threshold CDF:original support index=1;value=-4;threshold=-4
After
test value<=threshold=Yes;aligned mass=1/4
Conditions: none
Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.
Step identifiers and dependencies
Rule: CDF_every_original_atom_threshold_guard · Uses: G001, S003
S005 · implies
Before
threshold CDF:original support index=2;value=2;threshold=-4
After
test value<=threshold=No;aligned mass=1/2
Conditions: none
Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.
Step identifiers and dependencies
Rule: CDF_every_original_atom_threshold_guard · Uses: G001, S004
S006 · calculation
Before
threshold CDF selected mass sum := sum(1/4, 1/4)
After
threshold CDF selected mass sum = 1/2
Conditions: none
Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S005
S007 · implies
Before
CDF left limit:original support index=0;value=-11;threshold=-4
After
test value<threshold=Yes;aligned mass=1/4
Conditions: none
Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.
Step identifiers and dependencies
Rule: CDF_every_original_atom_threshold_guard · Uses: G001, S006
S008 · implies
Before
CDF left limit:original support index=1;value=-4;threshold=-4
After
test value<threshold=No;aligned mass=1/4
Conditions: none
Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.
Step identifiers and dependencies
Rule: CDF_every_original_atom_threshold_guard · Uses: G001, S007
S009 · implies
Before
CDF left limit:original support index=2;value=2;threshold=-4
After
test value<threshold=No;aligned mass=1/2
Conditions: none
Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.
Step identifiers and dependencies
Rule: CDF_every_original_atom_threshold_guard · Uses: G001, S008
S010 · calculation
Before
CDF left limit selected mass sum := sum(1/4)
After
CDF left limit selected mass sum = 1/4
Conditions: none
Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S009
S011 · calculation
Before
CDF threshold point mass := sum(1/4)
After
CDF threshold point mass = 1/4
Conditions: none
Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S010
S012 · calculation
Before
CDF left limit plus point mass := sum(1/4, 1/4)
After
CDF left limit plus point mass = 1/2
Conditions: none
Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S011
S013 · implies
Before
threshold=-4;strict-below support mass=1/4;equal-point original indices=[1];point mass=1/4
After
left limit+point mass=1/2=F_t=1/2
Conditions: none
With finite support,approaching t from the left eventually includes every atom<t but not t itself,hence the strict sum is the left limit.F(t) adds the point mass,zero when t is absent.The whole CDF value is not its jump,and left continuity is not generally asserted.
Step identifiers and dependencies
Rule: CDF_left_limit_jump_identity_not_left_continuity · Uses: G001, S012