the two - way table shows the distribution of book style to genre. miguel claims that given that the book is…

the two - way table shows the distribution of book style to genre. miguel claims that given that the book is paperback (pb) does not affect the outcome that the book is nonfiction (nf). is miguels claim correct?\nfiction nonfiction total\npaperback 20 60 80\nhardcover 10 30 40\ntotal 30 90 120\nyes, the two events are independent because p(nf|pb)=p(nf).\nyes, the two events are independent because p(pb|nf)=p(nf).\nno, the two events are not independent because p(pb|nf)≠p(pb).\nno, the two events are not independent because p(pb|nf)≠p(nf).
Answer
Explanation:
Step1: Calculate $P(NF)$
The total number of books is $120$, and the number of non - fiction books is $90$. So $P(NF)=\frac{90}{120}=\frac{3}{4}$.
Step2: Calculate $P(NF|PB)$
The number of paperback books ($PB$) is $80$, and the number of paperback non - fiction books is $60$. By the formula for conditional probability $P(NF|PB)=\frac{P(NF\cap PB)}{P(PB)}$, and since $P(NF\cap PB)=\frac{60}{120}$ and $P(PB)=\frac{80}{120}$, then $P(NF|PB)=\frac{60/120}{80/120}=\frac{60}{80}=\frac{3}{4}$.
Step3: Check independence
Two events $A$ and $B$ are independent if $P(A|B) = P(A)$. Here, $A$ is the event of a book being non - fiction ($NF$) and $B$ is the event of a book being paperback ($PB$). Since $P(NF|PB)=\frac{3}{4}$ and $P(NF)=\frac{3}{4}$, the two events are independent.
Answer:
Yes, the two events are independent because $P(NF|PB)=P(NF)$.