CRAN

dominanceanalysis 1.0.0

Dominance Analysis

Released Jan 30, 2019 by Claudio Bustos Navarrete

Dominance analysis is a method that allows to compare the relative importance of predictors in multiple regression models: ordinary least squares, generalized linear models and hierarchical linear models. The main principles and methods of dominance analysis are described in Budescu, D. V. (1993) and Azen, R., & Budescu, D. V. (2003) for ordinary least squares regression. Subsequently, the extensions for multivariate regression, logistic regression and hierarchical linear models were described in Azen, R., & Budescu, D. V. (2006) , Azen, R., & Traxel, N. (2009) and Luo, W., & Azen, R. (2013) , respectively.

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>dominanceanalysis</artifactId>
    <version>1.0.0-b1</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:dominanceanalysis')

Test Results

This package was last tested against Renjin 0.9.2719 on Feb 1, 2019.

• Center_on_Group.centerOnGroup_should_return_correct_values_E1
• Center_on_Group.centerOnGroup_should_return_correct_values_E2
• averageContribution-examples
• contributionByLevel-examples
• da.glm.fit-examples
• da.lm.fit-examples
• dominanceAnalysis-examples
• dominanceMatrix-examples
• dominanceanalysis-package-examples
• getFits-examples
• lmWithCov-examples
• mlmWithCov-examples
• testthat

Source

View GitHub Mirror

Release History

• 1.0.0