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performance: Assessment of Regression Models Performance
Utilities for computing measures to assess model quality, which are not directly provided by R's 'base' or 'stats' packages. These include e.g. measures like r-squared, intraclass correlation coefficient (Nakagawa, Johnson & Schielzeth (2017) <doi:10.1098/rsif.2017.0213>), root mean squared error or functions to check models for overdispersion, singularity or zero-inflation and more. Functions apply to a large variety of regression models, including generalized linear models, mixed effects models and Bayesian models. References: Lüdecke et al. (2021) <doi:10.21105/joss.03139>.
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| Author | Daniel Lüdecke [aut, cre] (<https://orcid.org/0000-0002-8895-3206>, @strengejacke), Dominique Makowski [aut, ctb] (<https://orcid.org/0000-0001-5375-9967>, @Dom_Makowski), Mattan S. Ben-Shachar [aut, ctb] (<https://orcid.org/0000-0002-4287-4801>, @mattansb), Indrajeet Patil [aut, ctb] (<https://orcid.org/0000-0003-1995-6531>, @patilindrajeets), Philip Waggoner [aut, ctb] (<https://orcid.org/0000-0002-7825-7573>), Brenton M. Wiernik [aut, ctb] (<https://orcid.org/0000-0001-9560-6336>, @bmwiernik), Vincent Arel-Bundock [ctb] (<https://orcid.org/0000-0003-2042-7063>), Rémi Thériault [ctb] (<https://orcid.org/0000-0003-4315-6788>, @rempsyc), Martin Jullum [rev], gjo11 [rev], Etienne Bacher [ctb] (<https://orcid.org/0000-0002-9271-5075>) |
| Maintainer | Daniel Lüdecke <d.luedecke@uke.de> |
| License | GPL-3 |
| Version | 0.10.8 |
| URL | https://easystats.github.io/performance/ |
| Package repository | View on CRAN |
| Installation |
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