Multivariate Covariance Generalized Linear Models

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Documentation for package ‘mcglm’ version 0.9.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

ahs	Australian Health Survey Data
anova.mcglm	Wald Tests for Fixed Effects in mcglm Models
coef.mcglm	Model Coefficients
confint.mcglm	Confidence Intervals for Model Parameters
ESS	Generalized Error Sum of Squares
fitted.mcglm	Fitted Values
fit_mcglm	Chaser and Reciprocal Likelihood Algorithms
gof	Measures of Goodness-of-Fit
GOSHO	Gosho Information Criterion
Hunting	Hunting Data from Pico Basile, Bioko Island, Equatorial Guinea
mcglm	Fitting Multivariate Covariance Generalized Linear Models
mc_anova_disp	Wald Tests for Dispersion Components
mc_bias_corrected_std	Bias-corrected Standard Error for Regression Parameters
mc_binomialP	Variance Functions for Generalized Linear Models
mc_binomialPQ	Variance Functions for Generalized Linear Models
mc_car	Conditional Autoregressive Model Structure
mc_cauchit	Link Functions
mc_cloglog	Link Functions
mc_complete_data	Complete Data Set with NA
mc_compute_rho	Autocorrelation Estimates
mc_conditional_test	Conditional Hypotheses Tests
mc_dglm	Double Generalized Linear Models Structure
mc_dist	Distance Models Structure
mc_id	Independent Model Structure
mc_identity	Link Functions
mc_initial_values	Automatic Initial Values
mc_inverse	Link Functions
mc_invmu2	Link Functions
mc_link_function	Link Functions
mc_log	Link Functions
mc_logit	Link Functions
mc_loglog	Link Functions
mc_ma	Moving Average Model Structure
mc_manova	MANOVA-Type Test for Multivariate Covariance GLMs
mc_manova_disp	MANOVA-Type Test for Dispersion Components of mcglm Models
mc_matrix_linear_predictor	Matrix Linear Predictor
mc_mixed	Mixed Models Structure
mc_ns	Non-structured Covariance Model
mc_power	Variance Functions for Generalized Linear Models
mc_probit	Link Functions
mc_robust_std	Robust Standard Errors for Regression Parameters
mc_rw	Random Walk Model Structure
mc_sic	Score Information Criterion for Regression Components
mc_sic_covariance	Score Information Criterion for Covariance Components
mc_sqrt	Link Functions
mc_twin	Twin Model Covariance Structures
mc_twin_bio	Twin Model Covariance Structures
mc_twin_full	Twin Model Covariance Structures
mc_variance_function	Variance Functions for Generalized Linear Models
NewBorn	Respiratory Physiotherapy on Premature Newborns
pAIC	Pseudo Akaike Information Criterion
pBIC	Pseudo Bayesian Information Criterion
pKLIC	Pseudo Kullback-Leibler Information Criterion
plogLik	Gaussian Pseudo-Loglikelihood
plot.mcglm	Diagnostic Plots for mcglm Objects
print.mcglm	Print Method for mcglm Objects
residuals.mcglm	Residuals for mcglm Objects
RJC	Rotnitzky-Jewell Information Criterion
soil	Soil Chemistry Properties Dataset
soya	Soybeans Experiment Data
summary.mcglm	Summary for mcglm Objects
vcov.mcglm	Variance-Covariance Matrix for mcglm Objects