High Dimensional Statistics with R

Course link: High Dimensional Statistics with R

Outline

• Regularized regression
• Principal component analysis
• Factor analysis
• K-means
• Hierarchical clustering

Chapters

• 01 Introduction to high-dimensional data
• 02 Regression with many outcomes