mloss | Projects authored by nicole kraemer.

Penalized Partial Least Squares Regression 1.03

by nkraemer - May 5, 2009, 19:53:20 CET [ ] 21053 views, 3501 downloads, 0 subscriptions

About: This package contains functions to estimate linear and nonlinear regression methods with Penalized Partial Least Squares.

Changes:

fixed several bugs
drastic speed-up of computation time

Authors: Nicole Kraemer, Anne Laure Boulesteix
License: Gpl Version 2 Or Later
Programming Language: R

Operating System: Linux, Macosx, Windows
Data Formats: None
Tags: Kernel, Regression, Partial Least Squares

parcor Regularized estimation of partial correlation matrices 0.1

by nkraemer - May 5, 2009, 16:49:47 CET [ ] 10238 views, 2214 downloads, 0 subscriptions

About: The package estimates the matrix of partial correlations based on different regularized regression methods: lasso, adaptive lasso, PLS, and Ridge Regression.

Changes:

Initial Announcement on mloss.org.

Authors: Nicole Kraemer, Juliane Schaefer
License: Gpl Version 2 Or Later
Programming Language: R

Operating System: Agnostic
Data Formats: None
Tags: Regression, Graphical Models, Sparse Learning

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Penalized Partial Least Squares Regression 1.03

parcor Regularized estimation of partial correlation matrices 0.1