A study of 10 different weight loss programs involved 200 subjects. Each of the
ID: 3324951 • Letter: A
Question
A study of 10 different weight loss programs involved 200 subjects. Each of the 10 programs had 20 subjects in it. The subjects were followed for 12 months. Weight change for each subject was recorded. We want to test the claim that the mean weight loss is the same for the 10 programs. Complete the following ANOVA table with sum of squares, degrees of freedom, and mean square (Show all work):
Source of Variation
Sum of Squares
(SS)
Degrees of Freedom (df)
Mean Square
(MS)
Factor
(Between)
53.6
Error
(Within)
Total
553.05
199
N/A
(b) Determine the test statistic. Show all work; writing the correct test statistic, without supporting work, will receive no credit.
(c) Determine the P-value. Show all work; writing the correct P-value, without supporting work, will receive no credit.
(d) Is there sufficient evidence to support the claim that the mean weight loss is the same for the 10 programs at the significance level of 0.05? Explain.
Source of Variation
Sum of Squares
(SS)
Degrees of Freedom (df)
Mean Square
(MS)
Factor
(Between)
53.6
Error
(Within)
Total
553.05
199
N/A
Explanation / Answer
Here the complete table for ANOVA
(b) Here test statistic
F = 2.265603
This is calculated by F = SSW/ SSE
Here dF(between groups) = 10 -1 = 9
MSW = SSW/ dF(Treatments) = 53.6/9 = 5.9556
DF(error) = 10 * (20 - 1) = 190
MSE = SSE/ dF(error) = (553.05 - 53.6)/ 190 = 2.6287
F = 5.9566/2.6287 = 2.2656
(c) P - value = FDIST (F- value , 9 , 190) = 0.0197
(d) Here there is sufficient evidence to support the claim that the mean weight loss is the same for the 10 programs at the significane level of 0.05.
ANOVA Source of Variation SS df MS F P-value F crit Between Groups 53.6 9 5.955556 2.265603 0.019716 1.929425 Within Groups 499.45 190 2.628684 Total 553.05 199Related Questions
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