Original question and givens
The nonempty finite sample space is S={-9, -8, -7, -6}, with event family F=𝒫(S). In the displayed order of S, the nonnegative normalized weights are [0/(13), 4/(13), 5/(13), 4/(13)], summing exactly to one. A={-9, -8, -7, -6}, B={-8, -7}, and both P(A) and P(B) are positive. Are P(A|B) and P(B|A) equal?
G001 — The nonempty finite sample space is S={-9, -8, -7, -6}, with event family F=𝒫(S). In the displayed order of S, the nonnegative normalized weights are [0/(13), 4/(13), 5/(13), 4/(13)], summing exactly to one. A={-9, -8, -7, -6}, B={-8, -7}, and both P(A) and P(B) are positive. Are P(A|B) and P(B|A) equal?
Step-by-step derivation
S001 · implies
Before
S={-9, -8, -7, -6};A={-9, -8, -7, -6};B={-8, -7};F=𝒫(S)After
events are declared subsets;conditioning needs P(B)>0
Conditions: none
𝒫(S) is the full event powerset,not a probability value.A nonempty event may have probability0.When checking B's eligibility,do not invent an unspecified A.
Step identifiers and dependencies
Rule: conditional_model_domain · Uses: G001
S002 · implies
Before
A={-9, -8, -7, -6};B={-8, -7}After
A∩B={-8, -7}Conditions: none
The intersection keeps outcomes in both events;neither a union nor independence is assumed.
Step identifiers and dependencies
Rule: explicit_event_intersection · Uses: G001, S001
S003 · calculation
Before
total weight numerator := sum(0, 4, 5, 4)
After
total weight numerator = 13
Conditions: none
Nonnegative weights must sum to the common positive denominator to give total probability1.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S002
S004 · implies
Before
[[-9, 0], [-8, 4], [-7, 5], [-6, 4]]
After
weights sum to 13;normalization verified
Conditions: none
Weights align with the original S order;do not sort S while leaving weights in their old positions.
Step identifiers and dependencies
Rule: weight_alignment_and_normalization · Uses: G001, S003
S005 · calculation
Before
B weight numerator := sum(4, 5)
After
B weight numerator = 9
Conditions: none
Sum aligned weights over the event;zero-mass outcomes do not become positive mass.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S004
S006 · calculation
Before
B probability mass := div(9, 13)
After
B probability mass = 9/13
Conditions: none
Divide by the common positive denominator to obtain exact probability.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S005
S007 · calculation
Before
A∩B weight numerator := sum(4, 5)
After
A∩B weight numerator = 9
Conditions: none
Sum aligned weights over the event;zero-mass outcomes do not become positive mass.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S006
S008 · calculation
Before
A∩B probability mass := div(9, 13)
After
A∩B probability mass = 9/13
Conditions: none
Divide by the common positive denominator to obtain exact probability.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S007
S009 · calculation
Before
P(A|B) := div(9/13, 9/13)
After
P(A|B) = 1
Conditions: none
By definition divide the intersection probability by positive P(B);do not assume it equals P(A)P(B).
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S008
S010 · implies
Before
P(A∩B)=9/13;P(B)=9/13>0
After
P(A|B)=1
Conditions: none
Use the ratio only with the checked positive conditioning mass;a zero-mass intersection can validly yield conditional value0.
Step identifiers and dependencies
Rule: conditional_ratio_positive_guard · Uses: G001, S009
S011 · calculation
Before
A weight numerator := sum(0, 4, 5, 4)
After
A weight numerator = 13
Conditions: none
Sum aligned weights over the event;zero-mass outcomes do not become positive mass.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S010
S012 · calculation
Before
A probability mass := div(13, 13)
After
A probability mass = 1
Conditions: none
Divide by the common positive denominator to obtain exact probability.
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S011
S013 · calculation
Before
P(B|A) := div(9/13, 1)
After
P(B|A) = 9/13
Conditions: none
The reverse direction uses positive P(A),not P(B).
Step identifiers and dependencies
Rule: exact_rational_arithmetic · Uses: G001, S012
S014 · implies
Before
P(A|B)=1;P(B|A)=9/13
After
equal=No
Conditions: none
Equality of the two directions is only a numerical relation,not independence.Independence instead requires P(A∩B)=P(A)P(B);disjoint positive-probability events have both conditionals0 but are dependent.
Step identifiers and dependencies
Rule: conditional_direction_not_independence · Uses: G001, S013