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Sample Questions

 

Introduction to Statistics

 

Confidence Intervals

 

Scenario I
A sample of 100 observations is found to have a mean of 428.2 and a standard deviation of 18.4.

1) What is the 90% 2-sided confidence interval for the population mean?

 a)  [431.2, 425.2].
 b)  [428.2, 431.2].
 c)  [425.2, 428.2].
 d)  [425.2, 431.2].
 e)  None of the above.



2) What is the interpretation of the confidence interval in 1)?

 a)  There is a 95% probability that the population mean falls within the
       interval range.
 b)  There is a 90% probability that the population mean falls within the
       interval range.
 c)  There is a 90% probability that the sample mean falls within the
       interval range.
 d)  There is a 90% probability that the population mean falls outside the
       interval range.
 e)  None of the above.



3) What is the 90% 1-sided upper bound confidence interval for the population mean?

 a)  (-∞, 430.6].
 b)  (-∞, 431.2].
 c)  (-∞, 428.2].
 d)  [430.6, ∞).
 e)  None of the above.



4) What is the interpretation of the confidence interval in 3)?

 a)  There is a 98% probability that the population mean falls within the
       interval range.
 b)  There is a 90% probability that the sample mean falls within the
       interval range.
 c)  There is a 90% probability that the population mean falls within the
       interval range.
 d)  There is a 95% probability that the population mean falls within the
       interval range.
 e)  None of the above.



5) What is the 90% 1-sided lower bound confidence interval for the population mean?

 a)  [431.2, ∞).
 b)  [430.6, ∞).
 c)  (-∞, 425.8].
 d)  [425.8, ∞).
 e)  None of the above.



6) What is the interpretation of the confidence interval in 5)?

 a)  There is a 98% probability that the population mean falls within the
       interval range.
 b)  There is a 90% probability that the sample mean falls within the
       interval range.
 c)  There is a 90% probability that the population mean falls within the
       interval range.
 d)  There is a 95% probability that the population mean falls within the
       interval range.
 e)  None of the above.



7) What is the 95% 2-sided confidence interval for the population mean?

 a)  [424.6, 431.8].
 b)  [424.6, 428.2].
 c)  (-∞, 431.8].
 d)  [424.6, ∞).
 e)  None of the above.



8) What is the interpretation of the confidence interval in 7)?

 a)  There is a 95% probability that the population mean falls outside the
       interval range.
 b)  There is a 5% probability that the population mean falls within the
       interval range.
 c)  There is a 95% probability that the sample mean falls within the
       interval range.
 d)  There is a 95% probability that the population mean falls within the
       interval range.
 e)  None of the above.



9) What is the 95% 1-sided upper bound confidence interval for the population mean?

 a)  (-∞, 430.6].
 b)  (-∞, 431.2].
 c)  [431.2, ∞).
 d)  (-∞, 425.2].
 e)  None of the above.



10) What is the interpretation of the confidence interval in 9)?

 a)  There is a 98% probability that the population mean falls within the
       interval range.
 b)  There is a 99% probability that the population mean falls within the
       interval range.
 c)  There is a 95% probability that the sample mean falls within the
       interval range.
 d)  There is a 95% probability that the population mean falls within the
       interval range.
 e)  None of the above.



11) What is the 95% 1-sided lower bound confidence interval for the population mean?

 a)  [431.2, ∞).
 b)  (-∞, 425.2].
 c)  [430.6, ∞).
 d)  [428.2, ∞).
 e)  None of the above.



12) What is the interpretation of the confidence interval in 11)?

 a)  There is a 98% probability that the population mean falls within the
       interval range.
 b)  There is a 90% probability that the sample mean falls within the
       interval range.
 c)  There is a 90% probability that the population mean falls within the
       interval range.
 d)  There is a 95% probability that the population mean falls within the
       interval range.
 e)  None of the above.





Scenario II
A sample of 225 observations is found to have a mean of 2,463.1 and a standard deviation of 784.9.

13) What is the 98% 2-sided confidence interval for the population mean?

 a)  [2,341.3, 2,584.9].
 b)  [2,584.9, 2,341.3].
 c)  [2,341.3, 2,570.6].
 d)  [2,463.1, 2,584.9].
 e)  None of the above.



14) What is the interpretation of the confidence interval in 13)?

 a)  There is a 95% probability that the population mean falls within the
       interval range.
 b)  There is a 98% probability that the population mean falls within the
       interval range.
 c)  There is a 98% probability that the sample mean falls within the
       interval range.
 d)  There is a 98% probability that the population mean falls outside the
       interval range.
 e)  None of the above.



15) What is the 98% 1-sided upper bound confidence interval for the population mean?

 a)  (-∞, 2,570.6].
 b)  (-∞, 2,584.9].
 c)  (-∞, 2,463.1].
 d)  [2,570.6, ∞).
 e)  None of the above.



16) What is the interpretation of the confidence interval in 15)?

 a)  There is a 99% probability that the population mean falls within the
       interval range.
 b)  There is a 95% probability that the population mean falls within the
       interval range.
 c)  There is a 98% probability that the population mean falls within the
       interval range.
 d)  There is a 98% probability that the sample mean falls within the
       interval range.
 e)  None of the above.



17) What is the 98% 1-sided lower bound confidence interval for the population mean?

 a)  (-∞, 2,355.6].
 b)  [2,355.6, ∞).
 c)  [2,463.1, ∞).
 d)  [2,341.3, ∞).
 e)  None of the above.



18) What is the interpretation of the confidence interval in 17)?

 a)  There is a 99% probability that the population mean falls within the
       interval range.
 b)  There is a 95% probability that the population mean falls within the
       interval range.
 c)  There is a 98% probability that the population mean falls within the
       interval range.
 d)  There is a 98% probability that the population variance falls within the
       interval range.
 e)  None of the above.



19) What is the 99% 2-sided confidence interval for the population mean?

 a)  [2,341.3, 2,584.9].
 b)  [2,328.4, 2,463.1].
 c)  [2,463.1, 2,597.8].
 d)  [2,328.4, 2,597.8].
 e)  None of the above.



20) What is the interpretation of the confidence interval in 19)?

 a)  There is a 99% probability that the population mean falls within the
       interval range.
 b)  There is a 99% probability that the sample mean falls within the
       interval range.
 c)  There is a 99% probability that the population mean falls outside the
       interval range.
 d)  There is a 98% probability that the population mean falls within the
       interval range.
 e)  None of the above.






 

 

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