Clustering Analysis

Question

I want to perform clustering analysis on my data set.

I have a data set with 11 observations and 245 variables for each observation.

All the packages I found in R are clustering observations not variables. I want to perform clustering analysis on variables.

How to perform clustering with variables.

Answer 1

Try the iclust() function within the psych package as well as hclustvar() within the ClustOfVar package. These perform clustering of variables as opposed to clustering of observations.

Answer 2

Transpose your data.

Then your variables are observations, and observations become variables.