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Question

Mathematics Question on Probability

Let AA and BB be two events such that P(AB)=16,P(AB)=14P\left(\overline{A\cup B}\right)=\frac{1}{6}, P\left(\overline{A \cap B}\right)=\frac{1}{4} and P(Aˉ)=14P\left(\bar{A}\right)=\frac{1}{4} where A\overline{A} stands for the complement of the event AA. Then , the events AA and BB are

A

independent but not equally likely

B

independent and equally likely

C

mutually exclusive and independent

D

equally likely but not independent

Answer

independent but not equally likely

Explanation

Solution

P(AB)=16P(\overline{A \cup B})=\frac{1}{6}
P(AB)=116=56\Rightarrow P(A \cup B)=1-\frac{1}{6}=\frac{5}{6}
P(Aˉ)=14P(\bar{A})=\frac{1}{4}
P(A)=114=34\Rightarrow P(A)=1-\frac{1}{4}=\frac{3}{4}
P(AB)=P(A)+P(B)P(AB)\because P(A \cup B)=P(A)+P(B)-P(A \cap B)
56=34+P(B)14\frac{5}{6}=\frac{3}{4}+P(B)-\frac{1}{4}
P(B)=13P(B)=\frac{1}{3}
P(A)P(B)\because P(A) \neq P(B) so they are not equally likely
Also P(A)×P(B)=34×13=14 P(A) \times P(B)=\frac{3}{4} \times \frac{1}{3}=\frac{1}{4}
=P(AB)=P(A \cap B)
P(AB)=P(A)P(B)\because\, P(A \cap B)=P(A) \cdot P(B) so A & B are independent