In: Statistics and Probability
a. The standard deviation of a sample of data was 14. Find the variance.
B. Given the sample data 5, 0, 7, 5, 9, and 6, find its range
C.
A new weight-loss program claims that participants will lose an average of more than 10 pounds after completing it. The data table shows the weights of five individuals before and after the program.
1 |
2 |
3 |
4 |
5 |
|
weight before |
264 |
220 |
285 |
264 |
195 |
weight after |
240 |
223 |
267 |
250 |
175 |
We need to test the hypothesis that the population mean of differences exceed 10. That is,
H0:
H1: .
Use 5% level of significance.
Find the test statistic.
(Provide two significant digits to the right of the decimal point)
C.
A person can take either of two routes to work, through Matteson or Richton Park. Both take on average 35 minutes, and travel times are Normally distributed. But are the variances of the travel times different? A random sample with n = 8 using the Matteson route, and another random sample with n = 6 using the Richton Park route, showed a variance of 45 (units: square minutes) and 30 respectively. To test whether the variances are different, the following test of hypothesis should be done:
H0:
H1:
What is the value of the test statistic?
We
calculate the variance and the range using the formula
mentioned.For the first hypothesis test problem, we mention the
null and alternate hypothesis and calculate the test statistic
using the formula mentioned. The p value is obtained from STATKEY
(image attached for reference). We compare the p value and alpha
and make the required decision. For the second hypothesis test
problem, the test statistic is calculated using the formula
mentioned. The critical value is obtained from STATKEY(image
attached). We compare the test statistic with the critical value
and make the required decision.