Question
State whether the following statements are True or False. Give a reason in support of your answer.
(a) If events A, B and C are three mutually exclusive and exhaustive events, then it is possible that ,
and
.
(b) If X is a discrete random variable, then X cannot take countably infinite values.
(c) If X is a standard normal variate, then .
(d) If random variables X and Y follow Bernoulli distributions with parameters 1/2 and 1/3 respectively then the random variable X + Y also follows a Bernoulli distribution with parameter 5/6.
Answer :
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(a) True – If A, B, and C are mutually exclusive and exhaustive, then (P(A) + P(B) + P(C) = 1). Equations involving probabilities like (P(A \cup B) = P(A) + P(B)) are valid because mutually exclusive events do not overlap.
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