(4) IfXis a geometric random variable Geometric(p), ie., PX=k) = p (1-p)Š, k=0,1,2,... then EX) is 1/p (1/p)-1 (1/p)+1 N/A (Select One)

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If X is a geometric random variable Geometric(p), i.e., P(X=k) = p (1-p)k, k=0,1,2,... then E(X) is

    1/p 0 p (1/p)-1 (1/p)+1 N/A
  (Select One)            




(5) If X is a normal N(0,1)N(0,1) random variable then E(X) is
    00 11 −1−1 +∞+∞ −∞−∞ N/A
  (Select One)            





(6) Find the variance of XX when X∼Geometric(p)X∼Geometric(p).

The correct answer is
    1−pp21−pp2 1p21p2 1p1p 1p−11p−1 None of the above N/A
**Problem (4):** If \( X \) is a geometric random variable \( \text{Geometric}(p) \), i.e., \( P(X=k) = p(1-p)^k \), for \( k=0,1,2,\ldots \), then \( E(X) \) is

- \( \frac{1}{p} \) (Selected Option)
- 0
- \( p \)
- \( \frac{(1/p)-1}{1} \)
- \( \frac{(1/p)+1}{1} \)
- N/A

**Problem (5):** If \( X \) is a normal \( N(0, 1) \) random variable then \( E(X) \) is

- 0 (Selected Option)
- 1
- \(-1\)
- \(+\infty\)
- \(-\infty\)
- N/A

**Problem (6):** Find the variance of \( X \) when \( X \sim \text{Geometric}(p) \).

The correct answer is

- \( \frac{1-p}{p^2} \) (Selected Option)
- \( \frac{1}{p^2} \)
- \( \frac{1}{p} \)
- \( \frac{1}{p}-1 \)
- None of the above
- N/A
Transcribed Image Text:**Problem (4):** If \( X \) is a geometric random variable \( \text{Geometric}(p) \), i.e., \( P(X=k) = p(1-p)^k \), for \( k=0,1,2,\ldots \), then \( E(X) \) is - \( \frac{1}{p} \) (Selected Option) - 0 - \( p \) - \( \frac{(1/p)-1}{1} \) - \( \frac{(1/p)+1}{1} \) - N/A **Problem (5):** If \( X \) is a normal \( N(0, 1) \) random variable then \( E(X) \) is - 0 (Selected Option) - 1 - \(-1\) - \(+\infty\) - \(-\infty\) - N/A **Problem (6):** Find the variance of \( X \) when \( X \sim \text{Geometric}(p) \). The correct answer is - \( \frac{1-p}{p^2} \) (Selected Option) - \( \frac{1}{p^2} \) - \( \frac{1}{p} \) - \( \frac{1}{p}-1 \) - None of the above - N/A
Expert Solution
Step 1

Geometric random variable represents the number of trials required to get first success that means the random variable x is the number of failures and on x+1th trial is a success. The probability mass function is given by Px=p1-px.

A normal distribution follows a bell shaped curve which is centred at the mean and it is also called Gaussian distribution. The normal distribution with 0 mean and 1 standard deviation is called standard normal distribution.

 

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