Regressions in Covariances, Dependencies and Graphs
Home
Chapter Code
Discussion
Chapter Hands-on Code
Preliminary
Install complementary R package recode.
library(devtools) devtools::install_github("adallak/recode")
Chapter 2: Regularized Regression & Thresholding
Download Code
Chapter 3: Dependencies and Covariances
Download Code
Chapter 5: Multivariate Regressions and Graphs
Download Code
Chapter 6: Covariance Regressions
Download Code
Chapter 7: PCA and Factor Models
Download Code
Chapter 8: Shrinkage and Thresholding
Download Code
Chapter 9: Undirected Graphical Models
Download Code
Chapter 10: Directed Graphs
Download Code
Chapter 11: The World of Time Series Data
Download Code