In: Statistics and Probability
Researchers are studying the impact of alcohol consumption on a person’s ability to perform a simple task. Five subjects complete a small puzzle while sober, and then again after drinking three glasses of wine. The times (in seconds) are shown below, as well as some summary statistics:
Subject
Sober (S) After Wine (AW)
1
2
3
4
5 mean 169.2 198.6
std. dev. 55.9 72.5
109 132 248 155 202 141 128 290 174 260
Di↵.(d=SAW) 32 4 42 19 58 29.4 23.5
Assume that all appropriate normality conditions are satisfied. We would like to conduct a hypothesis test to determine whether there is evidence that the true mean time to complete a puzzle is longer after consuming three glasses of wine.
26. What are the hypotheses for the appropriate test of significance?
(A) H0: μd =0vs.Ha: μd <0
(B) H0: μS =μAW vs.Ha: μS >μAW (C) H0: X ̄d =0vs.Ha: X ̄d
<0
(D) H0: μd =0vs.Ha: μd >0
(E) H0: X ̄S = X ̄AW vs. Ha: X ̄S < X ̄AW
27. The P-value of the appropriate test of significance is:
(A) between 0.01 and 0.02. (B) between 0.02 and 0.025. (C) between 0.025 and 0.05. (D) between 0.05 and 0.10. (E) between 0.10 and 0.15.
Subject | Sober (S) | After Wine (AW) | d=S-AW | ||
1 | 109 | 141 | -32 | -2.6 | 6.76 |
2 | 132 | 128 | 4 | 33.4 | 1115.56 |
3 | 248 | 290 | -42 | -12.6 | 158.76 |
4 | 155 | 174 | -19 | 10.4 | 108.16 |
5 | 202 | 260 | -58 | -28.6 | 817.96 |
SUM = | -147 | 2207.2 | |||
MEAN = | -29.4 |
(B) P-value is between 0.02 and 0.025
NOTE: If u take d=AW-S
then hypothesis will changed
and, P-value remains between 0.02 and 0.025