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Properties of Conditional Probability.

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1. Let E and F are two events of a sample space S, then

Conditional Probability

2. If A and B are two events of a sample S and F is another event such that P(F) ≠ 0, then

P[(A ∪ B)/F] = P(A/F) + P(B/F) - P[(A ∩ B)/F]

Specially, if A and B are two mutually exclusive events then

P[(A ∪ B)/F] = P(A/F) + P(B/F) - P[A ∩ B)/F]

Specially, if A and B are two mutually exclusive events then

P[(A ∪ B)/F] = P(A/F) + P(B/F)

We know that

Conditional Probability

When A and B are mutually exclusive,

P[(A ∩ B)/F] = 0

⇒ P[(A ∪ B)/F] = P(A/F) + P(B/F)

Thus, when A and B are mutually events, then

Conditional Probability

3. P(E'/F) = 1 - P(E/F)

We know that

P(S/F) = 1

⇒ P[E ∪ F)/F] = 1 [∵ S = E ∪ F]

⇒ P(E/F) + P(E'/F) = 1 [∵ E and F are mutuallly exclusive events]

Thus, P(E'/F) = 1 - P(E/F)

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