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Researchers were interested in comparing the long-term psychological effects of being on a high-carbohydrate, low-fat (LF) diet versus a high-fat, low-carbohydrate (LC) diet. A total of 106 overweightand obese participants were randomly assigned to one of these two energy-restricted diets. At 52 weeks, 32 LC dieters and 33 LF dieters remained. Mood was assessed using a total mood disturbance score (TMDS), where a lower score is associated with a less negative mood. A summary of these results follows.
Group n x-bar s
LC 32 47.2 28.2
LF 33 19.4 25.7
(a) Is there a difference in the TMDS at Week 52? Test the null hypothesis that the dieters' average mood in the two groups is the same. Use a significance level of 0.05.
State the null and alternate hypothesis.
Report the test statistic with the degrees of freedom and the P-value. (Round your value for t to three decimal places, your degrees of freedom to the nearest whole number, and your P-value to four decimal places.)
t=
df=
p-value=
State the conclusion.
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