Generalized Linear Mixed Models using Adaptive Gaussian Quadrature


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Documentation for package ‘GLMMadaptive’ version 0.9-1

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GLMMadaptive-package Generalized Linear Mixed Models using Adaptive Gaussian Quadrature
anova Various Methods for Standard Generics
anova.MixMod Various Methods for Standard Generics
beta.binomial Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
beta.fam Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
censored.normal Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
coef Various Methods for Standard Generics
coef.MixMod Various Methods for Standard Generics
confint Various Methods for Standard Generics
confint.MixMod Various Methods for Standard Generics
cooks.distance Various Methods for Standard Generics
cooks.distance.MixMod Various Methods for Standard Generics
cr_marg_probs Functions to Set-Up Data for a Continuation Ratio Mixed Model
cr_setup Functions to Set-Up Data for a Continuation Ratio Mixed Model
effectPlotData Predicted Values for Effects Plots
effectPlotData.MixMod Predicted Values for Effects Plots
fitted Various Methods for Standard Generics
fitted.MixMod Various Methods for Standard Generics
fixef Various Methods for Standard Generics
fixef.MixMod Various Methods for Standard Generics
formula Various Methods for Standard Generics
formula.MixMod Various Methods for Standard Generics
Gamma.fam Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
GLMMadaptive Generalized Linear Mixed Models using Adaptive Gaussian Quadrature
hurdle.beta.fam Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
hurdle.lognormal Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
hurdle.negative.binomial Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
hurdle.poisson Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
marginal_coefs Marginal Coefficients from Generalized Linear Mixed Models
marginal_coefs.MixMod Marginal Coefficients from Generalized Linear Mixed Models
methods.MixMod Various Methods for Standard Generics
mixed_model Generalized Linear Mixed Effects Models
model.frame Various Methods for Standard Generics
model.frame.MixMod Various Methods for Standard Generics
model.matrix Various Methods for Standard Generics
model.matrix.MixMod Various Methods for Standard Generics
negative.binomial Family function for Negative Binomial Mixed Models
nobs Various Methods for Standard Generics
nobs.MixMod Various Methods for Standard Generics
predict Various Methods for Standard Generics
predict.MixMod Various Methods for Standard Generics
ranef Various Methods for Standard Generics
ranef.MixMod Various Methods for Standard Generics
residuals Various Methods for Standard Generics
residuals.MixMod Various Methods for Standard Generics
scoring_rules Proper Scoring Rules for Categorical Data
simulate Various Methods for Standard Generics
simulate.MixMod Various Methods for Standard Generics
students.t Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
terms Various Methods for Standard Generics
terms.MixMod Various Methods for Standard Generics
unit.lindley Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
VIF Various Methods for Standard Generics
VIF.MixMod Various Methods for Standard Generics
zi.binomial Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
zi.negative.binomial Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models
zi.poisson Family functions for Student's-t, Beta, Zero-Inflated and Hurdle Poisson and Negative Binomial, Hurdle Log-Normal, Hurdle Beta, Gamma, and Censored Normal Mixed Models