MCQ
Two events A and B will be independent, if
  • A
    A and B are mutually exclusive
  • B
    $\text{P}(\text{A}'\text{B}')=\big[1-\text{P}(\text{A})\big]\big[1-\text{P}(\text{B})\big]$
  • C
    P(A) = P(B)
  • D
    P(A) + P(B) = 1

Answer

Two events A and B are said to be independent, if $\text{P}(\text{AB})=\text{P}(\text{A})\times\text{P}(\text{B})$

Distracter Rationale.

  1. Let P(A) = m, P(B) = n, 0 < m, n < 1

A and B are mutually exclusive.

$\therefore\text{A}\cap\text{B}=\phi$

$\Rightarrow\text{P}(\text{AB})=0$

$\text{However,}\ \text{P}(\text{A})\cdot\text{P}(\text{B})=mn\neq0$

$\therefore\text{P}(\text{A}).\text{P}(\text{B})\neq\text{P}(\text{AB})$

  1. Consider the result given in alternative.

$\text{P}(\text{A}'\text{B}')=\big[1-\text{P}(\text{A})\big]\big[1-\text{P}(\text{B})\big]$

$\Rightarrow\text{P}(\text{A}'\cap\text{B}')=1-\text{P}(\text{A})-\text{P}(\text{B})+\text{P}(\text{A}).\text{P}(\text{B})$

$\Rightarrow1-\text{P}(\text{A}\cup\text{B})=1-\text{P}(\text{A})-\text{P}(\text{B})+\text{P}(\text{A}).\text{P}(\text{B})$

$\Rightarrow\text{P}(\text{A}\cup\text{B})=\text{P}(\text{A})+\text{P}(\text{B})-\text{P}(\text{A})\cdot\text{P}(\text{B})$

$ \Rightarrow\text{P}(\text{A})+\text{P}(\text{B})-\text{P}(\text{AB})=\text{P}(\text{A})+\text{P}(\text{B})-\text{P}(\text{A}).\text{P}(\text{B})$

$\Rightarrow\text{P}(\text{AB})=\text{P}(\text{A}).\text{P}(\text{B})$

This implies that A and B are independent, if $\text{P}(\text{A}'\text{B}')=\big[1-\text{P}(\text{A})\big]\big[1-\text{P}(\text{B})\big]$

  1. Let A: Event of getting an odd number on throw of a die = {1, 3, 5}

$\Rightarrow\text{P}(\text{A})=\frac{3}{6}=\frac{1}{2}$

B: Event of getting an even number on throw of a die = {2, 4, 6}

$\text{P}(\text{B})=\frac{3}{6}=\frac{1}{2}$

Here, $\text{A}\cap\text{B}=\phi$

$\therefore\text{P}(\text{AB})=0 $

$\text{P}(\text{A}).\text{P}(\text{B})=\frac{1}{4}\neq0$

$ \Rightarrow\text{P}(\text{A}).\text{P}(\text{B})\neq\text{P}(\text{AB})$

  1. From the above example, it can be seen that,

$\text{P}(\text{A})+\text{P}(\text{B})=\frac{1}{2}+\frac{1}{2}=1$

However, it cannot be inferred that A and B are independent.

Thus, the correct answer is B.

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