higlasso.df {higlasso} | R Documentation |
Synthetic Example Data For Higlasso
Description
This synthetic data is taken from the linear interaction simulations from the higlasso paper. The data generating model is:
Y = X_1 + X_2 + X_3 + X_4 + X_5 + X_1 X_2 + X_1 X_3 + X_2 X_3
+ X_1 X_4 + X_2 X_4 + X_3 X_4 + X_1 X_5
+ X_2 X_5 + X_3 X_5 + X_4 X_5 + \epsilon
Usage
higlasso.df
Format
A data.frame with 500 observations on 11 variables:
- Y
Continuous response.
- X1-X10
Covariates.
[Package higlasso version 0.9.0 Index]