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The random variable xx has a probability distribution p(x)p(x) of the form P(x=r)={rk,if r2,(r1)k,if 2<r4,0,otherwise,P(x=r)=\begin{cases} rk, & \text{if } r \le 2, \\ (r-1)k, & \text{if } 2<r\le 4, \\ 0, & \text{otherwise,} \end{cases} where rN{0}r \in \mathbb{N}\cup\{0\} and kRk\in\mathbb{R}, where N\mathbb{N} is the set of natural numbers. Then:

(A) k=19k=\frac{1}{9}

(B) P(2x3)=12P(2\le x\le 3)=\frac{1}{2}

(C) P(x=4)=13P(x=4)=\frac{1}{3}

(D) P(x>1)=78P(x>1)=\frac{7}{8}

Choose the correct answer from the options given below.

Solution

Correct Option: 3

The random variable takes values r{0,1,2,3,4}r \in \{0, 1, 2, 3, 4\}. Let's compute P(x=r)P(x = r) for each:

P(x=0)=0k=0P(x = 0) = 0 \cdot k = 0

P(x=1)=1k=kP(x = 1) = 1 \cdot k = k

P(x=2)=2k=2kP(x = 2) = 2 \cdot k = 2k

P(x=3)=(31)k=2kP(x = 3) = (3-1) \cdot k = 2k

P(x=4)=(41)k=3kP(x = 4) = (4-1) \cdot k = 3k


Since all probabilities must sum to 1:

0+k+2k+2k+3k=10 + k + 2k + 2k + 3k = 1

8k=18k = 1

k=18k = \frac{1}{8}

So the complete distribution is:

P(x=0)=0,P(x=1)=18,P(x=2)=28,P(x=3)=28,P(x=4)=38P(x = 0) = 0, \\ P(x = 1) = \frac{1}{8}, \\ P(x = 2) = \frac{2}{8}, \\ P(x = 3) = \frac{2}{8}, \\ P(x = 4) = \frac{3}{8}


Checking option (A): k=19k = \frac{1}{9}

We found k=18k = \frac{1}{8}, so this is incorrect. ❌


Checking option (B): P(2x3)=12P(2 \leq x \leq 3) = \frac{1}{2}

P(2x3)=P(x=2)+P(x=3)P(2 \leq x \leq 3) = P(x=2) + P(x=3)

=28+28=48=12= \frac{2}{8} + \frac{2}{8} = \frac{4}{8} = \frac{1}{2}

This is correct. ✅


Checking option (C): P(x=4)=13P(x = 4) = \frac{1}{3}

P(x=4)=3813P(x = 4) = \frac{3}{8} \neq \frac{1}{3}

This is incorrect. ❌


Checking option (D): P(x>1)=78P(x > 1) = \frac{7}{8}

P(x>1)=P(x=2)+P(x=3)+P(x=4)P(x > 1) = P(x=2) + P(x=3) + P(x=4)

=28+28+38=78= \frac{2}{8} + \frac{2}{8} + \frac{3}{8} = \frac{7}{8}

This is correct. ✅


Options (B) and (D) are correct.

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