<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>'LiNGAM' Algorithms for Causal Discovery</dc:title>
  <dc:title>R package lingamr version 0.1.2</dc:title>
  <dc:description>R implementation of 'LiNGAM' (Linear Non-Gaussian Acyclic Model)
    algorithms for causal discovery, following Shimizu et al. (2011)
    &lt;https://www.jmlr.org/papers/v12/shimizu11a.html&gt;. Based on the 'Python'
    implementation by Ikeuchi et al. (2023) &lt;https://github.com/cdt15/lingam&gt;.
    The 'VAR-LiNGAM' residual diagnostics are inspired by the 'VARLiNGAM' R
    code of Moneta et al.
    &lt;https://sites.google.com/site/dorisentner/publications/VARLiNGAM&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: generics, grDevices, parallel, stats, utils</dc:relation>
  <dc:relation>Suggests: DiagrammeR, ggplot2, glmnet, igraph, knitr, lavaan, mice,
nortest, pcalg, rmarkdown, spelling, testthat (&gt;= 3.0.0),
tseries</dc:relation>
  <dc:creator>Osamu Morimoto &lt;galactic.supermarket@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Osamu Morimoto [aut, cre, cph],
  T. Ikeuchi [cph],
  G. Haraoka [cph],
  M. Ide [cph],
  W. Kurebayashi [cph],
  S. Shimizu [cph]</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=lingamr/LICENSE)</dc:rights>
  <dc:date>2026-07-17</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=lingamr</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.lingamr</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
