CRAN

VIF 1.0

VIF Regression: A Fast Regression Algorithm For Large Data

Released Oct 29, 2012 by Dongyu Lin

This package is available for Renjin and there are no known compatibility issues.

This package implements a fast regression algorithm for building linear model for large data as defined in the paper "VIF-Regression: A Fast Regression Algorithm for Large Data (2011), Journal of the American Statistical Association, Vol. 106, No. 493: 232-247" by Dongyu Lin, Dean P. Foster, and Lyle H. Ungar.

Installation

Maven

This package can be included as a dependency from a Java or Scala project by including the following your project's pom.xml file. Read more about embedding Renjin in JVM-based projects.

<dependencies>
  <dependency>
    <groupId>org.renjin.cran</groupId>
    <artifactId>VIF</artifactId>
    <version>1.0-b248</version>
  </dependency>
</dependencies>
<repositories>
  <repository>
    <id>bedatadriven</id>
    <name>bedatadriven public repo</name>
    <url>https://nexus.bedatadriven.com/content/groups/public/</url>
  </repository>
</repositories>

View build log

Renjin CLI

If you're using Renjin from the command line, you load this library by invoking:

library('org.renjin.cran:VIF')

Test Results

This package was last tested against Renjin 0.9.2644 on Jun 1, 2018.

vif-examples

Source

View GitHub Mirror