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On the Heart and Estrogen Replacement Study, a research question of interest was to quantify the effect of physical activity (1 to 5 increasing scale)

On the Heart and Estrogen Replacement Study, a research question of interest was to quantify the effect of physical activity (1 to 5 increasing scale) and drinking status (1=any drinking, 0 = no drinking) on serum glucose levels at year one of the study. These data were analyzed using two different models. Results from the analysis are provided below labeled SAS Output 1 and SAS Output 2. To answer some of the questions that follow, you need to fill in some critical pieces of information that have been deleted.

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45. What type of analysis should you perform to test the given hypothesis? . ANCOVA b. Two-way ANOVA c. Linear regression d. Logistic Regression e. One-way ANOVA 46. In SAS Output 2, what number should you insert for the Error degrees of freedom? a. 5 b. 2605 c. 2604 d. 2601 e. 2610 47. Which model is more appropriate for these data: the model in SAS Output 1 or the model in SAS Output 2? Which test statistic and p-value should you use to make this decision? a. Output 1 because the interaction is significant (F = 10.08, p-value It Source DF Sum of Squares Mean Square F Value Pr > F Intercept 133.5214559 8 3.32553319 40.15 F PHYSACT GLUCOSE1 LSMEAN LSMEAN Number Pr > [t for HO: LSMean(i)=LSMean(] PHYSACT 4 99414 06422 24853.51605 13.17 F 114. 184838 3 2 0.7301 0.1223 0 0014 <.0001 n w a physact drinkany sas output dependent variable: glucose1 year fasting glucose standard parameter estimate error t value pr> It Source DF Sum of Squares Mean Square F Value |Pr > F Intercept 136.1311475 8 3.93349578 34.61 <.0001 model physact error corrected total b r-square coeff var root mse glucose1 mean drinkany source df type i ss square f value pr> F DRINKANY 0 0.0000000 B PHYSACT 4 99414.06422 24853.51605 13.17 <.0001 physact drinkany b source df typo ill ss moan square f value pr> F PHYSACT*DRINKANY 3 1 11.0550220 8 7.76171494 1.42 0.1545 PHYSACT 4 72177.32993 18044.33248 9.56 <.0001 physact b drinkany>

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