In: Statistics and Probability
Does 10K running time increase when the runner listens to music? Ten runners were timed as they ran a 10K with and without listening to music. The the running times in minutes are shown below.
Without Music | 52.4 | 43.9 | 52.6 | 44.2 | 53.3 | 51.4 | 44.2 | 41.1 | 47.9 | 46.2 |
With Music | 55.7 | 41.3 | 52.8 | 47.5 | 53.9 | 54.1 | 49.6 | 37.8 | 51.5 | 49.6 |
Assume the distribution of the differences is normal. What can be concluded at the 0.01 level of significance? (d = Time Without music - Time With music)
a. H0: μd = 0 Ha: μd 0
b. Test statistic (t or z): = Round to 2 decimal places,
c. p-Value = Round your answer to 4 decimal places.
d. p-Value Interpretation: If the null hypothesis is , then there is a probability that the average of the sample differences is (less than / more than) (value to 2 decimal places) minutes.
e. Decision: (Reject H0 or do not Reject H0)
f. Conclusion: There is (sufficient / insufficient) evidence to make the conclusion that the population mean running time for a 10K (increases / decreases) when the runners listen to music.