Which of the following statistical techniques identifies homogenous subgroups?
A) Factor analysis
B) Multivariate analysis of variance
C) Cluster analysis
D) Multidimensional scaling
E) Discriminant analysis

Question

Quizplus · Accepted Answer

Cluster analysis is a statistical technique used to identify homogenous subgroups within a larger population. It works by grouping observations into distinct clusters based on similarities between them. Factor analysis, multivariate analysis of variance, multidimensional scaling, and discriminant analysis are all techniques used for different purposes such as identifying underlying factors, comparing means across groups, visualizing data, and predicting group membership, respectively, but not specifically for identifying homogenous subgroups.

Which of the Following Statistical Techniques Identifies Homogenous Subgroups