Answers: The General Multiplication Rule
(a) Headaches: 1/6 = 16.67%; Took the drug: 25%; Both: 50/1200 = 4.167%.
(b) Yes, because $P(\text{headaches and drug taken}) = 4.167\%$, and $P(\text{headaches}) \cdot P(\text{drug taken}) = 4.167\%$.
(c) Some of the assumptions include:
We assume that this survey is representative of all people who might take this drug;
We assume there are no other factors affecting whether someone takes this drug and whether they experience headaches (e.g., maybe there’s another drug they also tend to take).
$P(B|A) = \frac{0.4}{0.6} = \frac{2}{3}$. More information would be needed to determine $P(B)$, e.g., knowing $P(B | A^c)$ would be enough information.
$P(\text{Second card is an ace})=\frac{4}{52}$
$P(A)= \frac{13}{52} \cdot \frac{12}{51}$
$P(B) = \frac{12}{51}$
$P(C) = \frac{3}{51}$
Events $A$ and $B$ are not independent, as $P(AB) = P(A)$, which is not equal to $P(A)\cdot P(B)$. Events $B$ and $C$ are not independent, either, as $P(BC)=0$ — the events are mutually exclusive!
$P(\text{Results are different}) = \frac{5}{6}$
$P(\text{Results are different}) = \frac{5}{6} \cdot \frac{4}{6}$