Kernel-Based Regularized Least Squares in R (KRLS) and Stata (krls)

Kernel-Based Regularized Least Squares in R (KRLS) and Stata (krls)

The Stata package krls as well as the R package KRLS implement kernel-based regularized least squares (KRLS), a machine learning method described in Hainmueller and Hazlett (2014) that allows users to tackle regression and classification problems without strong functional form assumptions or a speci...

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Bibliographic Details
Main Authors: Jeremy Ferwerda, Jens Hainmueller, Chad J. Hazlett
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2017-07-01
Series:Journal of Statistical Software
Subjects:
machine learning
regression
classification
prediction
Stata
R
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/3202

Internet

https://www.jstatsoft.org/index.php/jss/article/view/3202

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