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Question

Question: A random variable x has the following probability distribution. X| 0| 1| 2| 3| 4| 5| 6 ---|...

A random variable x has the following probability distribution.

X0123456
P(X)k3k5k7k9k11k13k

Find the value of k and P(X>=2)

Explanation

Solution

Hint: In this question we have to use the concept that the sum of each possible case in the probability distribution should be equal to 1. This means that-
P(A1)+P(A2)+...+P(An)=1P(A_1) + P(A_2) +...+ P(A_n) = 1

Complete step-by-step solution -
In the given probability distribution, there are 7 possible cases each with their own probability. The sum of all P(X) is equal to 1. So we can write that-
P(0) + P(1) + P(2) + P(3) +P(4) +P(5) + P(6) = 1
k + 3k + 5k + 7k + 9k + 11k + 13k = 1
49k = 1
k=149\mathrm k=\dfrac1{49}
Now, we have to find the value of P(X>=2).
P(X>=2) = P(2) + P(3) +P(4) +P(5) + P(6)
= 5k + 7k + 9k + 11k + 13k
= 45k
Substituting the value of k we get-
=4549=\dfrac{45}{49}
This is the required answer.

Note: In this problem, the most common mistake is that students do not include P(2) in P(X>=2). One should read the problem carefully as there is a difference between the greater than sign and the greater than or equal to sign.