rsq (version 2.7)

R-Squared and Related Measures

Description

Calculate generalized R-squared, partial R-squared, and partial correlation coefficients for generalized linear (mixed) models (including quasi models with well defined variance functions).

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Version

Install

install.packages('rsq')

Monthly Downloads

1,865

Version

2.7

License

GPL (>= 2)

Maintainer

Dabao Zhang

Last Published

September 29th, 2024

Functions in rsq (2.7)

rsq.n

Corrected Likelihood-Ratio-Based R-Squared

rsq

R-Squared for Generalized Linear (Mixed) Models

rsq.lmm

R-Squared for Linear Mixed Models

lifetime

Lifetimes in Two Different Environments.

rsq.kl

KL-Divergence-Based R-Squared

rsq.glmm

R-Squared for Generalized Linear Mixed Models

rsq.lr

Likelihood-Ratio-Based R-Squared

rsq.v

Variance-Function-Based R-Squared

simglm

Simulate Data from Generalized Linear Models

rsq.sse

SSE-Based R-Squared

simglmm

Simulate Data from Generalized Linear Mixed Models

vresidual

Variance-Function-Based Residuals

hcrabs

Satellites of Female Horseshoe Crabs

pcor

Partial Correlation for Generalized Linear Models

toxo

Toxoplasmosis Test in El Salvador

hschool

Attendance Behavior of High School Juniors

rsq.partial

Partial R-Squared for Generalized Linear Models