higlasso.df: Synthetic Example Data For Higlasso
In higlasso: Hierarchical Integrative Group LASSO
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 + ε
Usage
1
Format
A data.frame with 500 observations on 11 variables:
- Y
Continuous response.
- X1-X10
Covariates.
higlasso documentation built on July 8, 2020, 7:28 p.m.
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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 + ε
Usage
1 |
Format
A data.frame with 500 observations on 11 variables:
- Y
Continuous response.
- X1-X10
Covariates.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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