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.
| Version: | 1.0.5 |
| Depends: | R (≥ 3.2.3) |
| Imports: | stats,quantreg,survival,coxrobust,MASS,Rcpp |
| LinkingTo: | Rcpp,RcppArmadillo |
| Suggests: | knitr,rmarkdown,testthat |
| Published: | 2025-10-12 |
| DOI: | 10.32614/CRAN.package.modeLLtest |
| Author: | Shana Scogin [aut, cre], Sarah Petersen [aut], Jeff Harden [aut], Bruce A. Desmarais [aut] |
| Maintainer: | Shana Scogin <shanarscogin at gmail.com> |
| BugReports: | https://github.com/ShanaScogin/modeLLtest/issues |
| License: | GPL-3 |
| URL: | https://github.com/ShanaScogin/modeLLtest |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Materials: | README,NEWS |
| CRAN checks: | modeLLtest results |
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