CRAN

MEPDF 3.0

Creation of Empirical Density Functions Based on Multivariate Data

Released Sep 26, 2018 by Martin Wiegand

This package can be loaded by Renjin but 1 out 6 tests failed. An older version of this package is more compatible with Renjin.

Dependencies

pracma 2.1.8 plyr 1.8.4 mvtnorm 1.0-8 gtools 3.8.1

Based on the input data an n-dimensional cube with sub cells of user specified side length is created. The number of sample points which fall in each sub cube is counted, and with the cell volume and overall sample size an empirical probability can be computed. A number of cubes of higher resolution can be superimposed. The basic method stems from J.L. Bentley in "Multidimensional Divide and Conquer". J. L. Bentley (1980) . Furthermore a simple kernel density estimation method is made available, as well as an expansion of Bentleys method, which offers a kernel approach for the grid method.

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>MEPDF</artifactId>
    <version>3.0-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>

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Renjin CLI

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

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

Test Results

This package was last tested against Renjin 0.9.2692 on Oct 21, 2018.

Source

R

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Release History