In: Statistics and Probability
Suppose you are a researcher in a hospital. You are experimenting with a new tranquilizer. You collect data from a random sample of 11 patients. The period of effectiveness of the tranquilizer for each patient (in hours) is as follows:
2.4 |
2 |
2 |
2 |
2 |
2.9 |
2.2 |
2.5 |
2.3 |
2.8 |
2.3 |
a. What is a point estimate for the population mean length of time.
(Round answer to 4 decimal places)
b. Which distribution should you use for this problem?
c. Why?
d. What must be true in order to construct a confidence interval in
this situation?
e. Construct a 90% confidence interval for the population mean
length of time. Enter your answer as an
open-interval (i.e., parentheses) Round
upper and lower bounds to two decimal places
f. Interpret the confidence interval in a complete sentence. Make
sure you include units
g. What does it mean to be "90% confident" in this problem? Use the
definition of confidence level.
h. Suppose that the company releases a statement that the mean time
for all patients is 2 hours.
Is this possible?
Is it likely?
i. Use the results above and make an argument in favor or against
the company's statement. Structure your essay as follows:
a. What is a point estimate for the population mean length of time. (Round answer to 4 decimal places)
2.3091
b. Which distribution should you use for this problem?
c. Why?
σ is unknown and the sample size is less than 30.
d. What must be true in order to construct a confidence interval in this situation?
e. Construct a 90% confidence interval for the population mean
length of time. Enter your answer as an
open-interval (i.e., parentheses) Round
upper and lower bounds to two decimal places
2.13 | confidence interval 90.% lower |
2.48 | confidence interval 90.% upper |
f. Interpret the confidence interval in a complete sentence.
Make sure you include units
We are 90% confident that the true population mean length of time
is between 2.13 and 2.48.
g. What does it mean to be "90% confident" in this problem? Use the
definition of confidence level.
h. Suppose that the company releases a statement that the mean time
for all patients is 2 hours.
Is this possible?
Is it likely?