CRAN/E | performance

performance

Assessment of Regression Models Performance

Installation

About

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.

Citation performance citation info
easystats.github.io/performance/
Bug report File report

Key Metrics

Version 0.11.0
R ≥ 3.6
Published 2024-03-22 6 days ago
Needs compilation? no
License GPL-3
CRAN checks performance results
Language en-US

Downloads

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Maintainer

Maintainer

Daniel Lüdecke

d.luedecke@uke.de

Authors

Daniel Lüdecke

aut / cre

(@strengejacke)

Dominique Makowski

aut / ctb

(@Dom_Makowski)

Mattan S. Ben-Shachar

aut / ctb

(@mattansb)

Indrajeet Patil

aut / ctb

(@patilindrajeets)

Philip Waggoner

aut / ctb

Brenton M. Wiernik

aut / ctb

(@bmwiernik)

Rémi Thériault

aut / ctb

(@rempsyc)

Vincent Arel-Bundock

ctb

Martin Jullum

rev

gjo11

rev

Etienne Bacher

ctb

Material

README
NEWS
Reference manual
Package source

In Views

MixedModels

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

performance archive

Depends

R ≥ 3.6

Imports

bayestestR ≥ 0.13.2
insight ≥ 0.19.9
datawizard ≥0.9.1
stats
utils

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parameters ≥ 0.21.4
Load all 68 items
(warning: might lead to performance issues and take some time)

Reverse Imports

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