Q1: Adolescent obesity is a serious health risk affecting more than 5 million young people in the United States alone. Laparoscopic adjustable gastric banding has the potential to provide a safe and effective treatment. Fifty adolescents between 14 and 18 years old with a body mass index higher than 35 were recruited from the Melbourne, Australia, community for the study. Twenty-five were randomly selected to undergo gastric banding, and the remaining 25 were assigned to a supervised lifestyle intervention program involving diet, exercise, and behavior modification. All subjects were followed for two years.  b. Without assuming the two groups having equal variances, give a 95% confidence interval for the mean weight loss difference between the gastric banding and intervention group.  c. Test if gastric banding leads to greater weight loss than the lifestyle intervention program, give H0, Ha, test statistic, p-value, conclusion and 95% CI for the mean weight loss difference. d. Now assuming the two groups having equal variances,  use the pooled two sample t procedures to redo the questions in (b) and (c).

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Q1: Adolescent obesity is a serious health risk affecting more than 5 million young people in the United States alone. Laparoscopic adjustable gastric banding has the potential to provide a safe and effective treatment. Fifty adolescents between 14 and 18 years old with a body mass index higher than 35 were recruited from the Melbourne, Australia, community for the study. Twenty-five were randomly selected to undergo gastric banding, and the remaining 25 were assigned to a supervised lifestyle intervention program involving diet, exercise, and behavior modification. All subjects were followed for two years. 

b. Without assuming the two groups having equal variances, give a 95% confidence interval for the mean weight loss difference between the gastric banding and intervention group. 

c. Test if gastric banding leads to greater weight loss than the lifestyle intervention program, give H0, Ha, test statistic, p-value, conclusion and 95% CI for the mean weight loss difference.

d. Now assuming the two groups having equal variances,  use the pooled two sample t procedures to redo the questions in (b) and (c). 

→ Distributions Treatment=banding
Loss
0
-20
20
-10
40
Distributions Treatment-lifestyle
Loss
60
10
20
80
30
40
Quantiles
100.0% maximum
99.5%
97.5%
90.0%
75.0% quartile
50.0%
median
25.0%
quartile
10.0%
2.5%
0.5%
0.0% minimum
Quantiles
100.0% maximum
99.5%
97.5%
90.0%
75.0% quartile
50.0%
median
25.0%
quartile
10.0%
2.5%
0.5%
0.0%
minimum
81.4
81.4
81.4
Upper 95% Mean
61.2
42.675 Lower 95% Mean
33.35 N
22.7
14.3
-5.4
-5.4
-5.4
34.6
34.6
34.6
22
12.575
1.7
-4.375
-16.73
Summary Statistics
34.866667
18.123002
3.6993422
42.519339
27.213994
24
-17
-17
-17
Mean
Std Dev
Std Err Mean
Summary Statistics
3.0111111
13.217541
3.1154044
9.5840398
-3.561818
18
Mean
Std Dev
Std Err Mean
Upper 95% Mean
Lower 95% Mean
N
Transcribed Image Text:→ Distributions Treatment=banding Loss 0 -20 20 -10 40 Distributions Treatment-lifestyle Loss 60 10 20 80 30 40 Quantiles 100.0% maximum 99.5% 97.5% 90.0% 75.0% quartile 50.0% median 25.0% quartile 10.0% 2.5% 0.5% 0.0% minimum Quantiles 100.0% maximum 99.5% 97.5% 90.0% 75.0% quartile 50.0% median 25.0% quartile 10.0% 2.5% 0.5% 0.0% minimum 81.4 81.4 81.4 Upper 95% Mean 61.2 42.675 Lower 95% Mean 33.35 N 22.7 14.3 -5.4 -5.4 -5.4 34.6 34.6 34.6 22 12.575 1.7 -4.375 -16.73 Summary Statistics 34.866667 18.123002 3.6993422 42.519339 27.213994 24 -17 -17 -17 Mean Std Dev Std Err Mean Summary Statistics 3.0111111 13.217541 3.1154044 9.5840398 -3.561818 18 Mean Std Dev Std Err Mean Upper 95% Mean Lower 95% Mean N
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