ML_3_Linear_regression

Linear regression

3.1    Introduction

3.2    Robust linear regression

3.3    Shrinkage Methods

3.3.1    Ridge Regression

3.3.2    Lasso Regression(Sparse)

3.3.3    Orthogonal Matching Pursuit (OMP)( Sparse)

3.3.4    Least Angle Regression( Sparse)

3.4    Bayesian linear regression