<?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>Robust and Sparse Dynamic Causal Modelling for Functional MRI</dc:title>
  <dc:title>R package rsDCM version 0.1.0</dc:title>
  <dc:description>Provides a robust and sparse method for group-level Dynamic
    Causal Modelling (DCM) of functional magnetic resonance imaging (fMRI)
    data: Student-t weighting of subjects for robustness, combined with a
    nonlocal product-moment (pMOM) spike-and-slab prior for sparse
    selection of group-level effects (&lt;doi:10.48550/arXiv.2609.06379&gt;). The package also
    provides an R implementation of single-subject DCM for fMRI using
    variational Laplace inversion (Friston et al., 2003
    &lt;doi:10.1016/S1053-8119(03)00202-7&gt;), including the bilinear neural
    state equation and the Buxton-Friston hemodynamic response model,
    ported from the 'SPM25' (version 25.01.02) toolbox for 'MATLAB'.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Imports: Matrix, expm, MASS, methods, stats, utils</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0), knitr, rmarkdown, R.matlab, withr</dc:relation>
  <dc:creator>Godfred Arhin &lt;arhin0122@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Godfred Arhin [aut, cre, trl],
  Nilotpal Sanyal [aut],
  SPM25 Authors [ctb, cph] (Original MATLAB SPM25 (v25.01.02)
    implementation; see LICENSE.note)</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2026-10-06</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=rsDCM</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.rsDCM</dc:identifier>
</oai_dc:dc>
