High Dimensional Statistics with R

Course link: High Dimensional Statistics with R

Outline:

• Regularized regression

• Principal component analysis

• Factor analysis

• K-means

• Hierarchical clustering

• 01 Introduction to high-dimensional data

• 02 Regression with many outcomes