# Multivariate Covariance Generalized Linear Models

## 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