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In an experiment, the probability that event $A$ occurs is $\frac{1}{5}$ , the probability that event $B$ occurs is $\frac{1}{4}$ , and the probability that events $A$ and $B$ both occur is $\frac{1}{20}$ . $\newline$ Are $A$ and $B$ independent events? $\newline$ Choices: $\newline$ (A) yes $\newline$ (B) no

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Identify independent events

Full solution

Q. In an experiment, the probability that event

A

occurs is

\frac{1}{5}

, the probability that event

B

occurs is

\frac{1}{4}

, and the probability that events

A

and

B

both occur is

\frac{1}{20}

.

\newline

Are

A

and

B

independent events?

\newline

Choices:

\newline

(A) yes

\newline

(B) no

Check Independence Criteria: To check if events $A$ and $B$ are independent, we need to see if the probability of $A$ and $B$ occurring together ( $P(A \text{ and } B)$ ) is equal to the product of their individual probabilities ( $P(A) \times P(B)$ ).
Calculate Product of Probabilities: First, let's find the product of $P(A)$ and $P(B)$ . $\newline$ $P(A) \times P(B) = \left(\frac{1}{5}\right) \times \left(\frac{1}{4}\right)$
Compare Product to Joint Probability: Calculating the product gives us: $\frac{1}{5} * \frac{1}{4} = \frac{1}{20}$
Conclusion of Independence: Now, we compare this product to the probability of A and B occurring together, which is given as $\frac{1}{20}$ .
Conclusion of Independence: Now, we compare this product to the probability of A and B occurring together, which is given as $\frac{1}{20}$ .Since $P(A \text{ and } B) = P(A) \times P(B) = \frac{1}{20}$ , the events A and B are independent.

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