olitical analysts estimate the probability that Hillary Clinton will run for president in 2008 is 45%, and the probability that NY's Governor George Pataki will run as the Republican candidate is 20%. If their political decisions are independent, then what is the probability that only Hillary runs for president?
Let H = Event that Hillary runs Let P = Even that Pataki runs The probability that Hillary runs is $$ H=H\cap(P\cup\bar{P})\\ \text{Therefore, }\\ =P((H\cap P)\cup (H\cap\bar P))\\ =P(H|P)P(P)+P(H|\bar P)P(\bar P)\\ =P(H)P(P)+P(H)P(\bar P)\\ =(0.45)(0.20)+(0.45)(0.80)\\ =0.45 $$ Of course. Since the probability that Hillary runs is independent of whether or not Pataki runs.
the answer is .36
Okay. The probability that ONLY Hilary runs is the same as the probability that Hilary runs and Pitaki does not run $$ P(H\cap \bar P)=P(H)P(\bar P)=0.45\times0.80=0.36 $$
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