Random Variables and Probability Distributions

1.

a. no: the sum of the probabilities exceeds 1

b. no: a negative probability

c. no: the sum of the probabilities is less than 1

3.

a. 0.4

b. 0.1

c. 0.9

d. 79.15

e. σ2=1.5275

f. σ = 1.2359

5.

a. 0.6528

b. 0.7153

c. μ = 7.8333

d. σ^2=5.4866

e. σ = 2.3424

7.

a. 0.79

b. 0.60

c. μ = 5.8, σ = 1.2570

9.

 \begin{align*} \begin{array}{c|cccc} x & 0 & 1 & 2 & 3 \\ \hline P(x) & 1 / 8 & 3 / 8 & 3 / 8 & 1 / 8 \end{array} \end{align*}

11.

a. 

 \begin{align*} \begin{array}{c|cccc} x & -1 & 999 & 499 & 99 \\ \hline P(x) & \frac{4987}{5000} & \frac{1}{5000} & \frac{2}{5000} & \frac{10}{5000} \end{array} \end{align*}

b. −0.4

c. 17.8785

13. 136

15.

a. 

 \begin{align*} \begin{array}{c|cc} x & C & C-150,000 \\ \hline P(x) & 0.9825 & 0.0175 \end{array}\end{align*}

b. C−2625

c. C ≥ 2625

d. C ≥ 2875

17.

a. 

  \begin{align*} \begin{array}{c|cc} x & -1 & 1 \\ \hline P(x) & \frac{20}{38} & \frac{18}{38} \end{array}\end{align*}

b. E(X)=−0.0526 In many bets the bettor sustains an average loss of about 5.25 cents per bet.

c. 0.9986

19.

a. 43.54

b. 1.2046

21. 101.02

23.

a. 

 \begin{align*} \begin{array}{c|cccccc} x & 0 & 1 & 2 & 3 & 4 & 5 \\ \hline P(x) & \frac{6}{36} & \frac{10}{36} & \frac{8}{36} & \frac{6}{36} & \frac{4}{36} & \frac{2}{36} \end{array}\end{align*}

b. 1.9444

c. 1.4326

25.

a. 

 \begin{align*} \begin{array}{c|ccc} x & 0 & 1 & 2 \\ \hline P(x) & 0.902 & 0.096 & 0.002 \end{array}\end{align*}\

b. 0.902

27.

a. 2523.25

b. 227,092.5

c. 270,000

d. The owner will install the cover.