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Student1Lv1
3 May 2023
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15. What is the statistical power of STUDY A? (Bonus: How many additional subjects would be required to reach a minimum power of 0.80 for this study?)
16. What is the statistical power of STUDY B? (Bonus: How many additional subjects would be required to reach a minimum power of 0.80 for this study?)
17. Based of this comparison of STUDY A and STUDY B, which type of experimental design would you prefer for testing the memory effects of IGF2?
Consider the following two studies, STUDY A and STUDY B:
STUDY A is a clinical trial investigating the effect of a new drug, IGF2, on memory performance. The experimenters make a study with the before-after design. For each subject, memory scores were measured before administering IGF2 and then again after. There was a total of 10 subjects in the study. The data is shown below.
STUDY B is also a clinical trial investigating the effect of a new drug, IGF2, on memory performance. In this study, the experimenters divide the subjects into two groups, one receiving IGF2 and the other receiving an inert placebo. For each subject, memory scores were measured only once. There was a total of 10 subiects in the study. The data is shown below:
![](data:image/jpeg;base64,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)
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15. What is the statistical power of STUDY A? (Bonus: How many additional subjects would be required to reach a minimum power of 0.80 for this study?)
16. What is the statistical power of STUDY B? (Bonus: How many additional subjects would be required to reach a minimum power of 0.80 for this study?)
17. Based of this comparison of STUDY A and STUDY B, which type of experimental design would you prefer for testing the memory effects of IGF2?
Consider the following two studies, STUDY A and STUDY B:
STUDY A is a clinical trial investigating the effect of a new drug, IGF2, on memory performance. The experimenters make a study with the before-after design. For each subject, memory scores were measured before administering IGF2 and then again after. There was a total of 10 subjects in the study. The data is shown below.
STUDY B is also a clinical trial investigating the effect of a new drug, IGF2, on memory performance. In this study, the experimenters divide the subjects into two groups, one receiving IGF2 and the other receiving an inert placebo. For each subject, memory scores were measured only once. There was a total of 10 subiects in the study. The data is shown below:
21 Jun 2023
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4 May 2023
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4 May 2023
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