The Venn Diagram below models probabilities of three events, A,B, and C.
![The Venn Diagram below models probabilities of three events AB and C class=](https://us-static.z-dn.net/files/d18/c831630ebadad8973e18b82b6c422a68.png)
By the conditional property we have:
If A and B are two events then A and B are independent if:
[tex]P(A|B)=P(A)[/tex]
or
[tex]P(B|A)=P(B)[/tex]
( since,
if two events A and B are independent then,
[tex]P(A\bigcap B)=P(A)\times P(B)[/tex]
Now we know that:
[tex]P(A|B)=\dfrac{P(A\bigcap B)}{P(B)}[/tex]
Hence,
[tex]P(A|B)=\dfrac{P(A)\times P(B)}{P(B)}\\\\i.e.\\\\P(A|B)=P(A)[/tex] )
Based on the diagram that is given to us we observe that:
Region A covers two parts of the total area.
Hence, Area of Region A= 72/2=36
Hence, we have:
[tex]P(A)=\dfrac{36}{72}\\\\i.e.\\\\P(A)=\dfrac{1}{2}[/tex]
Also,
Region B covers two parts of the total area.
Hence, Area of Region B= 72/2=36
Hence, we have:
[tex]P(B)=\dfrac{36}{72}\\\\i.e.\\\\P(B)=\dfrac{1}{2}[/tex]
and A∩B covers one part of the total area.
i.e.
Area of A∩B=74/4=18
Hence, we have:
[tex]P(A\bigcap B)=\dfrac{18}{72}\\\\i.e.\\\\P(A\bigcap B)=\dfrac{1}{4}[/tex]
Hence, we have:
[tex]P(A|B)=\dfrac{\dfrac{1}{4}}{\dfrac{1}{2}}\\\\i.e.\\\\P(A|B)=\dfrac{2}{4}\\\\i.e.\\\\P(A|B)=\dfrac{1}{2}[/tex]
Hence, we have:
[tex]P(A|B)=P(A)[/tex]
Similarly we will have:
[tex]P(B|A)=P(B)[/tex]