<?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>Bayesian Kernelized Tensor Regression</dc:title>
  <dc:title>R package BKTR version 0.2.0</dc:title>
  <dc:description>Facilitates scalable spatiotemporally varying coefficient
    modelling with Bayesian kernelized tensor regression.
    The important features of this package are:
    (a) Enabling local temporal and spatial modeling of the relationship between
    the response variable and covariates.
    (b) Implementing the model described by Lei et al. (2023) &lt;doi:10.48550/arXiv.2109.00046&gt;.
    (c) Using a Bayesian Markov Chain Monte Carlo (MCMC) algorithm to sample from the posterior
    distribution of the model parameters.
    (d) Employing a tensor decomposition to reduce the number of estimated parameters.
    (e) Accelerating tensor operations and enabling graphics processing unit (GPU) acceleration
    with the 'torch' package.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Imports: torch (&gt;= 0.13.0), R6, R6P, ggplot2, ggmap, data.table</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown, R.rsp</dc:relation>
  <dc:creator>Julien Lanthier &lt;julien.lanthier@hec.ca&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Julien Lanthier [aut, cre, cph] (ORCID:
    &lt;https://orcid.org/0009-0008-8728-4996&gt;),
  Mengying Lei [aut] (ORCID: &lt;https://orcid.org/0000-0001-7343-3323&gt;),
  Aurélie Labbe [aut] (ORCID: &lt;https://orcid.org/0000-0002-4207-8143&gt;),
  Lijun Sun [aut] (ORCID: &lt;https://orcid.org/0000-0001-9488-0712&gt;)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=BKTR/LICENSE)</dc:rights>
  <dc:date>2024-08-18</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=BKTR</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.BKTR</dc:identifier>
</oai_dc:dc>
