Three cards are drawn successively with replacement from a well shuffled pack of 52 cards. Find the probability distribution of the number of spades. Hence, find the mean of the distribution.
Answer & explanation
Correct answer: option 1
The correct answer is Option (1) →
Probability Distribution:
| $X$ | 0 | 1 | 2 | 3 |
| $P(X)$ | $\frac{27}{64}$ | $\frac{27}{64}$ | $\frac{9}{64}$ | $\frac{1}{64}$ |
Mean: $\frac{3}{4}$
Probability of drawing a spade from a pack of 52 cards = $p =\frac{13}{52}=\frac{1}{4}$
so, $q = 1-p=1-\frac{1}{4}=\frac{3}{4}$
As the cards are drawn successively with replacement, events are independent, therefore, it is a problem of binomial distribution with $p = \frac{1}{4},q=\frac{3}{4}$ and $n = 3$.
Let random variable X denote the number of spades, so X can take values 0, 1, 2, 3.
$P(X = 0) = {^3C}_0q^3=1.(\frac{3}{4})^3=\frac{27}{64}$
$P(X = 1) = {^3C}_1 p.q^2=3.\frac{1}{4}(\frac{3}{4})^2=\frac{27}{64}$
$P(X = 2) = {^3C}_2 p^2q^1=3(\frac{1}{4})^2.\frac{3}{4}=\frac{9}{64}$
$P(X = 3) = {^3C}_3 p^3 =1.(\frac{1}{4})^3=\frac{1}{64}$
∴ Required probability distribution is $\begin{pmatrix}0&1&2&3\\\frac{27}{64}&\frac{27}{64}&\frac{9}{64}&\frac{1}{64}\end{pmatrix}$
Mean = $Σp_ix_i=\frac{1}{64}(27 × 0+27 × 1+9×2+1×3)$
$=\frac{1}{64}(0+27+18+3)=\frac{48}{64}=\frac{3}{4}$