Multivariate Analysis using SAS

Machine Learning

The difference between univariate, multivariate, and multivariable is often overlooked. As such, multivariate and multivariable are used interchangeably although they mean completely different things.

There is no such thing as a univariate, multivariate model, but you can have:

1. Univariate, multivariable
2. Multivariate, multivariable
3. Univariate, univariable
4. Multivariate, univariable

Multivariate means multiple dependent variables (Y’s), multivariable means multiple independent variables (X’s). The difference between multivariable and univariable is probably known to most since the majority of the models that you run …

analysis factor-analysis k-means-clustering multivariate-analysis pl principal-component sas