Four bad oranges are accidently mixed with sixteen good oranges. Find the probability distribution of the number of bad oranges in a draw of two oranges. Also find the mean, variance and standard deviation of the distribution. |
Mean = $\frac{2}{5}$, Variance = $\frac{144}{475}$, Standard Deviation = $\frac{12}{\sqrt[5]{19}}$ Mean = 2, Variance = $\frac{144}{500}$, Standard Deviation = $\frac{12}{450}$ Mean = 2, Variance = $\frac{144}{500}$, Standard Deviation = $\frac{12}{\sqrt[5]{19}}$ Mean = $\frac{2}{5}$, Variance = $\frac{178}{475}$, Standard Deviation = $\frac{12}{\sqrt[5]{19}}$ |
Mean = $\frac{2}{5}$, Variance = $\frac{144}{475}$, Standard Deviation = $\frac{12}{\sqrt[5]{19}}$ |
The correct answer is Option (1) → Mean = $\frac{2}{5}$, Variance = $\frac{144}{475}$, Standard Deviation = $\frac{12}{\sqrt[5]{19}}$ Let the random variable X be defined as the number of bad oranges in a draw of two oranges. Then X can take values 0, 1, 2. Total number of oranges = 4 + 16 = 20. Two oranges can be drawn (simultaneously) in ${^{20}C}_2$ ways. $P(X = 0)$ = P(drawing no defective orange) = P(both good oranges) $=\frac{{^{16}C}_2}{{^{20}C}_2}=\frac{16×15}{1×2}×\frac{1×2}{20×19}=\frac{12}{19}$, $P(X = 1)$ = P(drawing one defective orange and one good orange) $=\frac{{^4C}_1 × {^{16}C}_1}{{^{20}C}_2}=\frac{4}{1}×\frac{16}{1}×\frac{1×2}{20×19}=\frac{32}{95}$, $P(X = 2)$ = P(drawing two defective oranges) $=\frac{{^4C}_2}{{^{20}C}_2}=\frac{4×3}{1×2}×\frac{1×2}{20×19}=\frac{3}{95}$ ∴ The probability distribution is $\begin{pmatrix}0&1&2\\\frac{12}{19}&\frac{32}{95}&\frac{3}{95}\end{pmatrix}$ To calculate the mean and variance of the distribution, we construct the following table:
Mean, $μ = Σp_ix_i =\frac{2}{5}$ Variance, $σ^2 = 2p_i{x_i}^2 - μ^2 =\frac{44}{95}-(\frac{2}{5})^2=\frac{44}{95}-\frac{4}{25}=\frac{144}{475}$. Standard deviation = $\sqrt{\frac{144}{475}}=\frac{12}{5\sqrt{19}}$ |