Which of the following multivariate techniques is NOT appropriate if the research question demonstrates an assumption of dependence?
A) Multiple Regression
B) Multiple Analysis of variance (MANOVA)
C) Discriminant Analysis
D) Factor Analysis
E) All of the above are appropriate techniques

Question

Quizplus · Accepted Answer

Factor analysis is not appropriate if the research question demonstrates an assumption of dependence. Factor analysis is used to identify underlying factors or dimensions that explain the correlations among a set of variables. It assumes that the variables are interdependent and that the correlations among them can be explained by a smaller number of unobservable factors. If the research question assumes dependence, this may not be appropriate. Multiple regression, MANOVA, and discriminant analysis are appropriate for research questions that assume dependence among the variables.

Which of the Following Multivariate Techniques Is NOT Appropriate If