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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.
Getting started
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Package details |
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| Author | Shana Scogin [aut, cre] (ORCID: <https://orcid.org/0000-0002-7801-853X>), Sarah Petersen [aut], Jeff Harden [aut], Bruce A. Desmarais [aut] |
| Maintainer | Shana Scogin <shanarscogin@gmail.com> |
| License | GPL-3 |
| Version | 1.0.6 |
| URL | https://github.com/ShanaScogin/modeLLtest |
| Package repository | View on CRAN |
| Installation |
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