In: Statistics and Probability
Here we consider the sleep habits of med students versus non-med students. The study consists of the hours of sleep per day obtained from 27 med students and 30 non-med students. The summarized data is given in the table. Here, x¯x¯ is the mean hours of sleep per day from each sample. The degrees of freedom (d.f.) that you must use in your calculations are given below.
Student Type | nn | x¯x¯ | s2s2 | ss |
Med (x1x1) | 27 | 5.7 | 0.6561 | 0.81 |
Non-Med (x2x2) | 30 | 6.2 | 1.7161 | 1.31 |
degrees of freedom: d.f. = 49 |
Test the claim that the mean hours of sleep for med and non-med students is different. Use a 0.05 significance level.
(a) Find the test statistic.
(b) Find the P-value.
(c) Is there sufficient data to support the claim?
Yes
No
Test the claim that, on average, med students get less sleep than non-med students. Use a 0.05 significance level.
(d) Is there sufficient data to support the claim?
Yes
No
n1 = 27
= 5.7
s1 = 0.81
n2 = 30
= 6.2
s2 = 1.31
Claim: The mean hours of sleep for med and non-med students is different.
The null and alternative hypothesis is:
a)
Test statistic is
b)
Degrees of freedom = 49
P-value = 2*P(T < -1.75) = 2*0.0431 = 0.0861
c)
P-value > 0.05 we fail to reject null hypothesis.
No
Test the claim that, on average, med students get less sleep than non-med students. Use a 0.05 significance level.
The null and alternative hypothesis is:
Test statistic is
Degrees of freedom = 49
P-value = P(T < -1.75) = 0.0431
d)
P-value < 0.05 we reject null hypothesis.
Yes