The codes are available that are made almost from scratch. The data in the book and Chapter_XX.r files are available at
https://github.com/prof-joe/SEMR
| Click the links to see the source codes | |
| Chapter 1 | Linear Regression |
| Chapter 2 | Generalized Linear Regression |
| Chapter 3 | Group Lasso |
| Chapter 4 | Fused Lasso |
| Chapter 5 | Graphical Lasso |
| Chapter 6 | Matrix Decomposition |
| Chapter 7 | Multivariable Analysis |