You have randomly assigned n = 28 participants into 4 groups using a balanced factorial design ( each into the two different levels of the first factor, say treatment vs. control; and % each into the two different levels of the second factor, say meeting with doctor vs. meeting with nurse pracitioner). You have created dummy variables for each of these factors, and this designs result in the variable assignments as presented in the table below Factor1 Factor2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 This exercise is to demonstrate that only balanced designs avoid issues of multicollinearity. First, calculate the corelation between the two dummy variables (for all of the data): Now, we will assume that one of the participants from the first group (the group encoded (0, 0)) dropped out of the study. Recalcluate the correlation between the remaining data: Repeat the same but assume 2 participants from the first group dropped, and recalculate the correlation: Repeat the same but assume 3 participants from the first group dropped, and recalculate the correlation: Repeat the same but assume all but 1 of the participants from the first group dropped, and recalculate the correlation: T5 =
You have randomly assigned n = 28 participants into 4 groups using a balanced factorial design ( each into the two different levels of the first factor, say treatment vs. control; and % each into the two different levels of the second factor, say meeting with doctor vs. meeting with nurse pracitioner). You have created dummy variables for each of these factors, and this designs result in the variable assignments as presented in the table below Factor1 Factor2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 This exercise is to demonstrate that only balanced designs avoid issues of multicollinearity. First, calculate the corelation between the two dummy variables (for all of the data): Now, we will assume that one of the participants from the first group (the group encoded (0, 0)) dropped out of the study. Recalcluate the correlation between the remaining data: Repeat the same but assume 2 participants from the first group dropped, and recalculate the correlation: Repeat the same but assume 3 participants from the first group dropped, and recalculate the correlation: Repeat the same but assume all but 1 of the participants from the first group dropped, and recalculate the correlation: T5 =
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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