What Are the Purposes of Using Dimension Reduction Methods? (You

What are the purposes of using dimension reduction methods? (You may select more than one option.)

A) To understand the structure of a set of variables (e.g. latent variables) .
B) Questionnaire development.
C) Reducing a data set by identifying the most relevant variables.
D) Identifying where significant differences exist in different variables.