In: Statistics and Probability
Given the probability distributions shown to the right, complete the following parts. a. Compute the expected value for each distribution. b. Compute the standard deviation for each distribution. c. Compare the results of distributions A and B. a. What is the expected value for distributionA? μ= (Type an integer or decimal rounded to three decimal places as needed.) What is the expected value for distribution B? μ= (Type an integer or decimal rounded to three decimal places asneeded.) b. What is the standard deviation for distribution A? σ= (Type an integer or decimal rounded to three decimal places as needed.) What is the standard deviation for distribution B? σ= (Type an integer or decimal rounded to three decimal places as needed.) c. Use these results to compare distribution A and distribution B. A.Distribution A is right-skewed, distribution B is left-skewed. B.Distribution A is symmetric, distribution B is symmetric. C.Distribution A is symmetric, distribution B is right-skewed. D.Distribution A is left-skewed, distribution B is symmetric. E. Distribution A is left-skewed, distribution B is right-skewed. |
Distribution A |
Distribution B |
||||
---|---|---|---|---|---|---|
X |
P(X) |
X |
P(X) |
|||
0 |
0.03 |
0 |
0.50 |
|||
1 |
0.12 |
1 |
0.18 |
|||
2 |
0.17 |
2 |
0.17 |
|||
3 |
0.18 |
3 |
0.12 |
|||
4 |
0.50 |
4 |
0.03 |
Solution:
The mean and standard deviation of the distribution A are:
a. What is the expected value for distributionA?
(Type an integer or decimal rounded to three decimal places asneeded.)
What is the expected value for distribution B?
(Type an integer or decimal rounded to three decimal places asneeded.)
b. What is the standard deviation for distribution A?
(Type an integer or decimal rounded to three decimal places asneeded.)
What is the standard deviation for distribution B?
(Type an integer or decimal rounded to three decimal places asneeded.)
c. Use these results to compare distribution A and distribution B.
Answer: E. Distribution A is left-skewed, distribution B is right-skewed.