In: Statistics and Probability
1. There is a lower limit but no upper limit for a random variable that follows the
a. |
uniform probability distribution. |
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b. |
exponential probability distribution. |
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c. |
normal probability distribution. |
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d. |
binomial probability distribution. |
2. The weight of football players is normally distributed with a mean of 200 pounds and a standard deviation of 25 pounds. What is the minimum weight of the middle 95% of the players?
a. |
196 |
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b. |
190 |
|
c. |
151 |
|
d. |
249 |
3. A scatter diagram reveals a strong positive linear relationship between oil and gasoline prices. Which of the following numerical techniques will not give us more detailed information about this relationship?
a. |
Coefficient of determination |
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b. |
Coefficient of correlation |
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c. |
Coefficient of variation. |
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d. |
All of these choices help us describe this relationship. |
4. Which of the following statements is true for the following observations: 9, 8, 7, 9, 6, 11, and 13?
a. |
Only the mean and median are equal. |
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b. |
Only the mean and mode are equal |
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c. |
The mean, median, and mode are all equal. |
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d. |
Only the median and mode are equal. |
1) For Uniform distribution, lower limit = a and upper limit = b
For exponential distribution, lower limit = 0 and upper limit = infinity (no upper limit)
For normal distribution, lower limit = -infinity and upper limit = +infinity
For binomial distribution, lower limit = 0 and upper limit = n (n is any natural number)
Correct answer is Exponential distribution
2) Here
Middle area = 0.95
Left area = (1 - 0.95)/2 = 0.025
Right area = (1- 0.95)/2 = 0.025
Z for left area = 0.025 is -1.96 (From statistical table)
= 200 + (-1.96) * 25
= 200 - 49
= 151
The minimum weight of middle 95% of the players is 151
3) Coefficient of variation
4) Observations in increasing order are as:
6 , 7 , 8 , 9 , 9 , 11 , 13
Mean = sum of all observations / total number of observations
= 63 / 7
= 9
Median = (n+1)/2 th observation
= (7+1)/2 th observation
= 4 th observation from increasing order sequence
= 9
The mean, median and mode are all equal.