Problem 3) Let X have the binomial PMF P. (x)-()* = a) Find the standard deviation of the random variable X. b) What is P[ux - Ox ≤ x ≤ µx + ox], the probability that X is within one standard deviation of the expected value. e) Find PX/B(x), where the condition B = {X # 0}. f) Find E[X|B]. g) Find Var[X|B].

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**Problem 3** Let \( X \) have the binomial PMF

\[
P_X(x) = \binom{4}{x} \left(\frac{1}{2}\right)^4
\]

a) Find the standard deviation of the random variable \( X \).

b) What is \( P[\mu_X - \sigma_X \leq X \leq \mu_X + \sigma_X] \), the probability that \( X \) is within one standard deviation of the expected value.

e) Find \( P_{X|B}(x) \), where the condition \( B = \{X \neq 0\} \).

f) Find \( E[X|B] \).

g) Find \( \text{Var}[X|B] \).
Transcribed Image Text:**Problem 3** Let \( X \) have the binomial PMF \[ P_X(x) = \binom{4}{x} \left(\frac{1}{2}\right)^4 \] a) Find the standard deviation of the random variable \( X \). b) What is \( P[\mu_X - \sigma_X \leq X \leq \mu_X + \sigma_X] \), the probability that \( X \) is within one standard deviation of the expected value. e) Find \( P_{X|B}(x) \), where the condition \( B = \{X \neq 0\} \). f) Find \( E[X|B] \). g) Find \( \text{Var}[X|B] \).
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