In: Statistics and Probability
The accompanying data on food intake (in Kcal) for 15 men on the day following two nights of only 4 hours of sleep each night and for 15 men on the day following two nights of 8 hours of sleep each night is consistent with summary quantities in the paper "Short-Term Sleep Loss Decreases Physical Activity under Free-Living Conditions But Does Not Increase Food Intake under Time Deprived Laboratory Conditions in Healthy Men" (American Journal of Clinical Nutrition [2009]: 1476–1482). The men participating in this experiment were randomly assigned to one of the two sleep conditions.
4-hour sleep group: | 3585 | 4470 | 3068 | 5338 | 2221 |
---|---|---|---|---|---|
4791 | 4435 | 3099 | 3187 | 3901 | |
3868 | 3869 | 4878 | 3632 | 4518 | |
8-hour sleep group: | 4965 | 3918 | 1987 | 4993 | 5220 |
3653 | 3510 | 3338 | 4100 | 5792 | |
4547 | 3319 | 3336 | 4304 | 4057 |
Verify the assumption of approximate normality for each of the populations. Carry out a two-sample t test with α = 0.05 to determine if there is a significant difference in mean food intake for the two different sleep conditions. (Use a statistical computer package to calculate the P-value. Use μ4-hour − μ8-hour. Round your test statistic to two decimal places, your df down to the nearest whole number, and your P-value to three decimal places.)
t | = |
df | = |
P-value | = |