If A and B are two distinct events such that $P(A|B) = P(B|A)$, then which of the following is/are possible? (A) $A= B$ Choose the correct answer from the options given below: |
(A) and (B) only (B) only (B) and (D) only (A), (B) and (D) only |
(B) and (D) only |
The correct answer is Option (3) → (B) and (D) only Given: $P(A|B) = P(B|A)$ By definition: $P(A|B) = \frac{P(A \cap B)}{P(B)}$, $P(B|A) = \frac{P(A \cap B)}{P(A)}$ So: $\frac{P(A \cap B)}{P(B)} = \frac{P(A \cap B)}{P(A)} \Rightarrow P(A) = P(B)$ (if $P(A \cap B) \neq 0$) Check options: (A) A = B → possible but not necessary (B) P(A) = P(B) → Correct (C) A ⊂ B but A ≠ B → possible if P(A) = P(B) and B contains events of measure zero outside A, theoretically possible, but in standard probability, P(A) = P(B) and A ⊂ B implies A = B → Not generally (D) A ∩ B = ∅ → Then P(A ∩ B) = 0 → Both sides 0 → Equation holds trivially → Possible Correct statements: B, D |