Set of Tools to Data Analysis using Generalized Linear Models
Adjusted R-squared
Normal QQ-plot with simulated envelope of residuals for normal linear ...
Normal QQ-plot with Simulated Envelope of Residuals for alternatives t...
Normal QQ-plot with simulated envelope of model residuals
Normal QQ-plot with Simulated Envelope of Residuals for Regression Mod...
Estimating Equations in Generalized Linear Models
Estimating Equations in Generalized Estimating Equations
Estimating Equations for alternatives to the Poisson and Binomial Regr...
Function to extract estimating equations
Adjusted R-squared in Generalized Linear Models
Adjusted R-squared in Generalized Nonlinear Models
Adjusted R-squared in Normal Linear Models
AGPC for Generalized Estimating Equations
Comparison of nested Generalized Estimating Equations
Comparison of nested models in Generalized Nonlinear Models.
Comparison of nested models for alternatives to the Poisson and Binomi...
Comparison of nested models for Regression Models to deal with Zero-Ex...
Comparison of nested Generalized Linear Models
Best Subset Selection
Box-Tidwell transformations in Generalized Linear Models
Box-Tidwell transformations in Normal Linear Models
Box-Tidwell transformations
Correlation Information Criterion for Generalized Estimating Equations
Confidence Intervals for Generalized Nonlinear Models
Confidence Intervals for Generalized Linear Models
Cook's Distance for Generalized Estimating Equations
Cook's Distance for Generalized Nonlinear Models
Cook's Distance for alternatives to the Poisson and Binomial Regressio...
Cook's Distance for Regression Models to deal with Zero-Excess in Coun...
Dfbeta for Generalized Estimating Equations
Dfbeta statistic for Generalized Nonlinear Models
Dfbeta statistic for alternatives to the Poisson and Binomial Regressi...
Dfbeta statistic for Regression Models to deal with Zero-Excess in Cou...
Normal QQ-plot with simulated envelope of residuals in Generalized Lin...
Normal QQ-plot with simulated envelope of residuals in Generalized Non...
Estimating Equations in Regression Models to deal with Zero-Excess in ...
Fisher Scoring algorithm in Generalized Linear Models
Gosho-Hamada-Yoshimura's Criterion for Generalized Estimating Equation...
Glance at a(n) glmgee object
Fit Generalized Estimating Equations
Generalized Nonlinear Models.
Fit Nonlinear Generalized Estimating Equations
Generalized Variance Inflation Factor
Generalized Variance Inflation Factor
Generalized Variance Inflation Factor for alternatives to the Poisson ...
Generalized Variance Inflation Factor
The Hosmer-Lemeshow Goodness-of-Fit Test
Leverage for Generalized Estimating Equations
Leverage
Local Influence for Generalized Linear Models
Local Influence for Generalized Estimating Equations
Local Influence for Generalized Nonlinear Models
Local Influence for alternatives to the Poisson and Binomial Regressio...
Local Influence
Alternatives to the Poisson and Binomial Regression Models under the p...
Pardo-Alonso's Criterion for Generalized Estimating Equations
Predictions for Generalized Estimating Equations
QIC for Generalized Estimating Equations
Residuals for Generalized Estimating Equations
Residuals for Generalized Nonlinear Models
Residuals for alternatives to the Poisson and Binomial Regression Mode...
Residuals in Regression Models to deal with Zero-Excess in Count Data
Residuals for Linear and Generalized Linear Models
Rotnitzky–Jewell's Criterion for Generalized Estimating Equations
The Receiver Operating Characteristic (ROC) Curve
SGPC for Generalized Estimating Equations
Variable Selection in Generalized Linear Models
Variable selection in Generalized Estimating Equations
Variable Selection in Normal Linear Models
Variable selection for alternatives to the Poisson and Binomial Regres...
Variable selection in regression models from a chosen criterion
Tidy a(n) glmgee object
Estimate of the variance-covariance matrix in GEEs
Test for Varying Dispersion Parameter in Generalized Linear Models
Test for Varying Dispersion Parameter in Generalized Nonlinear Models
Test for Varying Dispersion Parameter in Normal Linear Models
Test for Varying Dispersion Parameter
Fit Weighted Generalized Estimating Equations
Test for zero-excess in Count Regression Models
Zero-Altered Regression Models to deal with Zero-Excess in Count Data
Zero-Inflated Regression Models to deal with Zero-Excess in Count Data
Set of tools for the statistical analysis of data using: (1) normal linear models; (2) generalized linear models; (3) negative binomial regression models as alternative to the Poisson regression models under the presence of overdispersion; (4) beta-binomial and random-clumped binomial regression models as alternative to the binomial regression models under the presence of overdispersion; (5) Zero-inflated and zero-altered regression models to deal with zero-excess in count data; (6) generalized nonlinear models; (7) generalized estimating equations for cluster correlated data.