Question 15 Marks
Three coins are tossed simultaneously. Consider the event $E$ 'three heads or three tails,' $F$ 'at least two heads' and $G$ 'at most two heads'. Of the pairs $(E, F),(E, G)$ and $(F, G)$, which are independent ? Which are dependent?
Answer
View full question & answer→The sample space of the experiment is
$S=\{HHH, HHT, HTH, THH, HTT, THT, TTH,TTT\} $
$\therefore \quad n(S)=8$
Here,
$\begin{aligned} & E=\{ HHH , TTT \} ; n(E)=2 \\ & F=\{ HHH , HHT , HTH , THH \}, n(F)=4\end{aligned}$
and
$
\begin{aligned}
G &=\{HHT, HTH, THH, HTT, THT, TTH, TTT\} \\
n(G) & =7
\end{aligned}
$
Also,
$\begin{aligned} E \cap F & =\{ HHH \}, n(E \cap F)=1 \\ E \cap G & =\{ TTT \}, n(E \cap G)=1 \\ F \cap G & =\{ HHT , HTH , THH \}, n(F \cap G)=3\end{aligned}$
$
\begin{aligned}
\text { Therefore, } \quad\quad P(E) & =\frac{n(E)}{n(S)}=\frac{2}{8}=\frac{1}{4} \\
P(F) & =\frac{n(F)}{n(S)}=\frac{4}{8}=\frac{1}{2} \\
P(G) & =\frac{n(G)}{n(S)}=\frac{7}{8} \\
\text { and } \quad\quad\quad P(E \cap F) & =\frac{n(E \cap F)}{n(S)}=\frac{1}{8} \\
P(E \cap G) & =\frac{n(E \cap G)}{n(S)}=\frac{1}{8} \\
P(F \cap G) & =\frac{n(F \cap G)}{n(S)}=\frac{3}{8} \\
\text { Also, } \quad P(E) \cdot P(F) & =\frac{1}{4} \times \frac{1}{2}=\frac{1}{8} \\
P(E).P(G) & =\frac{1}{4} \times \frac{7}{8}=\frac{7}{32} \\
\text { and } \quad\quad P(f).P(G) & =\frac{1}{2} \times \frac{7}{8}=\frac{7}{16} \\
\end{aligned}
$
Thus,
$
\begin{array}{l}
P(E \cap F)=P(E) \cdot P(F) \\
P(E \cap G) \neq P(E) \cdot P(G) \\
P(F \cap G) \neq P(F) \cdot P(G)
\end{array}
$
Hence, the events ( $E$ and $F$ ) are independent, and the events $(E$ and $G)$ and $(F$ and $G)$ are dependent.
$S=\{HHH, HHT, HTH, THH, HTT, THT, TTH,TTT\} $
$\therefore \quad n(S)=8$
Here,
$\begin{aligned} & E=\{ HHH , TTT \} ; n(E)=2 \\ & F=\{ HHH , HHT , HTH , THH \}, n(F)=4\end{aligned}$
and
$
\begin{aligned}
G &=\{HHT, HTH, THH, HTT, THT, TTH, TTT\} \\
n(G) & =7
\end{aligned}
$
Also,
$\begin{aligned} E \cap F & =\{ HHH \}, n(E \cap F)=1 \\ E \cap G & =\{ TTT \}, n(E \cap G)=1 \\ F \cap G & =\{ HHT , HTH , THH \}, n(F \cap G)=3\end{aligned}$
$
\begin{aligned}
\text { Therefore, } \quad\quad P(E) & =\frac{n(E)}{n(S)}=\frac{2}{8}=\frac{1}{4} \\
P(F) & =\frac{n(F)}{n(S)}=\frac{4}{8}=\frac{1}{2} \\
P(G) & =\frac{n(G)}{n(S)}=\frac{7}{8} \\
\text { and } \quad\quad\quad P(E \cap F) & =\frac{n(E \cap F)}{n(S)}=\frac{1}{8} \\
P(E \cap G) & =\frac{n(E \cap G)}{n(S)}=\frac{1}{8} \\
P(F \cap G) & =\frac{n(F \cap G)}{n(S)}=\frac{3}{8} \\
\text { Also, } \quad P(E) \cdot P(F) & =\frac{1}{4} \times \frac{1}{2}=\frac{1}{8} \\
P(E).P(G) & =\frac{1}{4} \times \frac{7}{8}=\frac{7}{32} \\
\text { and } \quad\quad P(f).P(G) & =\frac{1}{2} \times \frac{7}{8}=\frac{7}{16} \\
\end{aligned}
$
Thus,
$
\begin{array}{l}
P(E \cap F)=P(E) \cdot P(F) \\
P(E \cap G) \neq P(E) \cdot P(G) \\
P(F \cap G) \neq P(F) \cdot P(G)
\end{array}
$
Hence, the events ( $E$ and $F$ ) are independent, and the events $(E$ and $G)$ and $(F$ and $G)$ are dependent.