Package: modeLLtest 1.0.4

Shana Scogin

modeLLtest: Compare Models with Cross-Validated Log-Likelihood

An implementation of the cross-validated difference in means (CVDM) test by Desmarais and Harden (2014) <doi:10.1007/s11135-013-9884-7> (see also Harden and Desmarais, 2011 <doi:10.1177/1532440011408929>) and the cross-validated median fit (CVMF) test by Desmarais and Harden (2012) <doi:10.1093/pan/mpr042>. These tests use leave-one-out cross-validated log-likelihoods to assist in selecting among model estimations. You can also utilize data from Golder (2010) <doi:10.1177/0010414009341714> and Joshi & Mason (2008) <doi:10.1177/0022343308096155> that are included to facilitate examples from real-world analysis.

Authors:Shana Scogin <[email protected]>, Sarah Petersen <[email protected]>, Jeff Harden <[email protected]>, Bruce A. Desmarais <[email protected]>

modeLLtest_1.0.4.tar.gz
modeLLtest_1.0.4.tar.gz(r-4.5-noble)modeLLtest_1.0.4.tar.gz(r-4.4-noble)
modeLLtest_1.0.4.tgz(r-4.4-emscripten)modeLLtest_1.0.4.tgz(r-4.3-emscripten)
modeLLtest.pdf |modeLLtest.html
modeLLtest/json (API)
NEWS

# Install 'modeLLtest' in R:
install.packages('modeLLtest', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/shanascogin/modelltest/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • govtform - Data from Golder (2010) on government formation in Western Europe
  • nepaldem - Data from Joshi and Mason (2008) on voter turnout in Nepal

2.88 score 15 scripts 217 downloads 4 exports 10 dependencies

Last updated 3 years agofrom:9a55143ada. Checks:OK: 1 NOTE: 1. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 17 2024
R-4.5-linux-x86_64NOTENov 17 2024

Exports:cvdmcvllcvlldiffcvmf

Dependencies:coxrobustlatticeMASSMatrixMatrixModelsquantregRcppRcppArmadilloSparseMsurvival

Getting Started with ModeLLtest

Rendered fromgetting_started.Rmdusingknitr::rmarkdownon Nov 17 2024.

Last update: 2020-08-07
Started: 2019-07-03