<?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>Kernel Based Gradient Matching for Parameter Inference in
Ordinary Differential Equations</dc:title>
  <dc:title>R package KGode version 1.0.5</dc:title>
  <dc:description>The kernel ridge regression and the gradient matching algorithm proposed in Niu et al. (2016) &lt;https://proceedings.mlr.press/v48/niu16.html&gt; and the warping algorithm proposed in Niu et al. (2017) &lt;DOI:10.1007/s00180-017-0753-z&gt; are implemented for parameter inference in differential equations. Four schemes are provided for improving parameter estimation in odes by using the odes regularisation and warping.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.2.0)</dc:relation>
  <dc:relation>Imports: R6,pracma,pspline,mvtnorm,graphics</dc:relation>
  <dc:creator>Mu Niu &lt;mu.niu@glasgow.ac.uk&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Mu Niu [aut, cre]</dc:contributor>
  <dc:rights>GPL (&gt;= 2)</dc:rights>
  <dc:date>2025-09-03</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=KGode</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.KGode</dc:identifier>
</oai_dc:dc>