Mathematics · Probability

JEE Advanced 2024 — Paper 1 — Question 13

Let XX be a random variable, and let P(X=x)P(X=x) denote the probability that XX takes the values xx. Suppose that the points (x,P(X=x)),x=0,1,2,3,4(x, P(X=x)), x=0,1,2,3,4, lie on a fixed straight line in the xyx y-plane, and P(X=x)=0P(X=x)=0 for all X∈R−{0,1,2,3,4}X \in R-\{0,1,2,3,4\}. If the mean of XX is 52\frac{5}{2}, and the variance of XX is α\alpha, then the value of 24α24 \alpha is _____\_\_\_\_\_ .

Answer: 42

Numerical answer — enter this value.

Step-by-step solution

Let P(xi)=mxi+c,i=0,1,2,3,4P\left(x_{i}\right)=m x_{i}+c, i=0,1,2,3,4

∑i=04P(xi)=1⇒2m+c=15\sum_{i=0}^{4} P\left(x_{i}\right)=1 \Rightarrow 2 m+c=\frac{1}{5}

∑i=04xiP(xi)=52⇒3m+c=14⇒m=120,c=110\sum_{i=0}^{4} x_{i} P\left(x_{i}\right)=\frac{5}{2} \Rightarrow 3 m+c=\frac{1}{4} \Rightarrow m=\frac{1}{20}, c=\frac{1}{10}

⇒α=∑i=04xi2P(xi)−(∑i=04xiP(xi))2=8−254=74⇒24α=42\Rightarrow \alpha=\sum_{i=0}^{4} x_{i}^{2} P\left(x_{i}\right)-\left(\sum_{i=0}^{4} x_{i} P\left(x_{i}\right)\right)^{2}=8-\frac{25}{4}=\frac{7}{4} \Rightarrow 24 \alpha=42

Answer key and solution verified before publishing.

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Exam
JEE Advanced 2024
Paper
Paper 1
Subject
Mathematics
Chapter
Probability
Topic
Random Variables, Binomial & Poission Distribution