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hierNet  

A Lasso for Hierarchical Interactions
View on CRAN: Click here


Download and install hierNet package within the R console
Install from CRAN:
install.packages("hierNet")

Install from Github:
library("remotes")
install_github("cran/hierNet")

Install by package version:
library("remotes")
install_version("hierNet", "1.9")



Attach the package and use:
library("hierNet")
Maintained by
Jacob Bien
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-07-10
Latest Update: 2020-02-05
Description:
Fits sparse interaction models for continuous and binary responses subject to the strong (or weak) hierarchy restriction that an interaction between two variables only be included if both (or at least one of) the variables is included as a main effect. For more details, see Bien, J., Taylor, J., Tibshirani, R., (2013) "A Lasso for Hierarchical Interactions." Annals of Statistics. 41(3). 1111-1141.
How to cite:
Jacob Bien (2012). hierNet: A Lasso for Hierarchical Interactions. R package version 1.9, https://cran.r-project.org/web/packages/hierNet. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0 (2012-07-10 21:56), 1.01 (2013-02-01 20:09), 1.2 (2013-03-15 19:20), 1.3 (2013-06-02 00:11), 1.4 (2013-07-25 19:30), 1.5 (2013-09-16 08:32), 1.6 (2014-04-29 08:50), 1.7 (2018-03-18 14:25), 1.8 (2019-12-08 19:50)
Other packages that cited hierNet R package
View hierNet citation profile
Other R packages that hierNet depends, imports, suggests or enhances
Complete documentation for hierNet
Functions, R codes and Examples using the hierNet R package
Some associated functions: hierNet-internal . hierNet.cv . hierNet.logistic . hierNet.logistic.path . hierNet . hierNet.path . hierNet.varimp . predict.hierNet.logistic . predict.hierNet . predict.hierNet.path . 
Some associated R codes: funcs.R .  Full hierNet package functions and examples
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