the probability for event a is 0.3, the probability for event b is 0.5, and the probability of events a and…

the probability for event a is 0.3, the probability for event b is 0.5, and the probability of events a and b is 0.25. are the events independent? , because
Answer
Explanation:
Step1: Recall independence formula
Two events $A$ and $B$ are independent if $P(A\cap B)=P(A)\times P(B)$.
Step2: Calculate $P(A)\times P(B)$
Given $P(A) = 0.3$ and $P(B)=0.5$, then $P(A)\times P(B)=0.3\times0.5 = 0.15$.
Step3: Compare with $P(A\cap B)$
We know $P(A\cap B)=0.25$. Since $0.25\neq0.15$, the events are not independent.
Answer:
No, because $P(A)\times P(B)=0.15$ and $P(A\cap B) = 0.25$ and $P(A\cap B)\neq P(A)\times P(B)$.