In: Statistics and Probability
(Still focusing on the study that found Americans spent an average of 5.1 hours on leisure per day). Without any prior expectations, you want to see if aircraft pilots spend different amounts of time per day on leisure than the national average. You find in a sample of 26 pilots, the average amount of leisure time per day was 290 minutes with a standard deviation of 50 minutes. Use the critical-value approach for a t-test (where α = .001) to determine if there is a significant difference in amount of leisure time per day between the national average and pilots. 5. List your degrees of freedom 6. List your t test statistic 7. List your critical t value(s) 8. Is the difference between the national average and working parents statistically significant? (Yes/No) please answer all questions.
(Still focusing on the study that found Americans spent an average of 5.1 hours on leisure per day). Without any prior expectations, you want to see if aircraft pilots spend different amounts of time per day on leisure than the national average. You find in a sample of 26 pilots, the average amount of leisure time per day was 290 minutes with a standard deviation of 50 minutes. Use the critical-value approach for a t-test (where α = .001) to determine if there is a significant difference in amount of leisure time per day between the national average and pilots. 5. List your degrees of freedom 6. List your t test statistic 7. List your critical t value(s) 8. Is the difference between the national average and working parents statistically significant? (Yes/No) please answer all questions
We are going to test for the population mean. Since the population SD is not given but we assume that the data is normally distributed so we will use t-test. We are testing if the population mean is different from the national average. So it is two tailed test.
= 5.1 hours (5.1*60 = 306 mins)
306 mins
Test Stat =
Where the null mean =
= 0.001
Critical value = .............using t-dist tables
Reject the null hypothesis if |Test Stat| > C.V.
Sample Mean | 290 | |||
Sample SD | 50 | |||
n | 26 | |||
SE | 9.80581 | |||
Null mean | 306 | |||
Test Stat | -1.6317 | |||
df | 25 | |||
Critical value | 3.45019 | |||
Since |Test Stat| < C.V. | ||||
Decision | Do not reject the null hypothesis | |||
Conclusion | There is insufficient evidence to conclude that there is difference between the national average and working parents. |
The result is not significant .