CRAN

asus 1.0.0

Adaptive SURE Thresholding Using Side Information

Released Oct 25, 2017 by Trambak Banerjee

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

Dependencies

Provides the ASUS procedure for estimating a high dimensional sparse parameter in the presence of auxiliary data that encode side information on sparsity. It is a robust data combination procedure in the sense that even when pooling non-informative auxiliary data ASUS would be at least as efficient as competing soft thresholding based methods that do not use auxiliary data. For more information, please see the website and the accompanying paper.

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>asus</artifactId>
    <version>1.0.0-b13</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:asus')

Test Results

This package was last tested against Renjin 0.9.2689 on Aug 26, 2018.

Source

View GitHub Mirror

Release History

1.0.0