MHT CET · Maths · Probability
A random variable X takes the values \(0,1,2\), \(3, \ldots\) with probability \(\mathrm{P}(\mathrm{X}=x)=\mathrm{k}(x+1)\left(\frac{1}{5}\right)^x\), where k is a constant, then \(\mathrm{P}(\mathrm{X}=0)\) is
- A \(\frac{16}{25}\)
- B \(\frac{7}{25}\)
- C \(\frac{19}{25}\)
- D \(\frac{18}{25}\)
Answer & Solution
Correct Answer
(A) \(\frac{16}{25}\)
Step-by-step Solution
Detailed explanation
\(\begin{aligned} & \text { We have, } \sum_{x=0}^{\infty} \mathrm{P}(\mathrm{X}=x)=1 \\ & \Rightarrow \mathrm{k} \sum_{x=0}^{\infty}(x+1)\left(\frac{1}{5}\right)^x=1 \\ & \Rightarrow \mathrm{k}\left[1+2\left(\frac{1}{5}\right)+3\left(\frac{1}{5}\right)^2+4\left(\frac{1}{5}\right)^3+\ldots\right]=1 \\ & \Rightarrow \mathrm{k}\left[\frac{1}{1-\frac{1}{5}}+\frac{1 \times \frac{1}{5}}{\left(1-\frac{1}{5}\right)^2}\right]=1\end{aligned}\)
\(\cdots\left[\begin{array}{r}\because a+(a+d) r+(a+2 d) r^2+\ldots . \\ =\frac{a}{1-r}+\frac{d r}{(1-r)^2}\end{array}\right]\)
\(\begin{aligned} & \Rightarrow \mathrm{k}\left(\frac{5}{4}+\frac{5}{16}\right)=1 \\ & \Rightarrow \frac{25 \mathrm{k}}{16}=\mathrm{i} \\ & \Rightarrow \mathrm{k}=\frac{16}{25}\end{aligned}\)
\(\cdots\left[\begin{array}{r}\because a+(a+d) r+(a+2 d) r^2+\ldots . \\ =\frac{a}{1-r}+\frac{d r}{(1-r)^2}\end{array}\right]\)
\(\begin{aligned} & \Rightarrow \mathrm{k}\left(\frac{5}{4}+\frac{5}{16}\right)=1 \\ & \Rightarrow \frac{25 \mathrm{k}}{16}=\mathrm{i} \\ & \Rightarrow \mathrm{k}=\frac{16}{25}\end{aligned}\)
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