# Multivariate Covariance Generalized Linear Models

## Documentation for package ‘mcglm’ version 0.8.0

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

## Help Pages

ahs | Australian Health Survey
anova.mcglm | Anova Tables
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 in Pico Basile, Bioko Island, Equatorial Guinea.
mcglm | Fitting Multivariate Covariance Generalized Linear Models
mc_anova_disp | Anova Tables for dispersion components
mc_bias_corrected_std | Bias-corrected Standard Error for Regression Parameters
mc_binomialP | Variance Functions
mc_binomialPQ | Variance Functions
mc_car | Conditional Auto regressive Model Structure
mc_cauchit | Link Functions
mc_cloglog | Link Functions
mc_complete_data | Complete data in case of missing observations
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 Models Structure
mc_matrix_linear_predictor | Matrix Linear Predictor
mc_mixed | Mixed Models Structure
mc_ns | Non-structure Model Structure
mc_power | Variance Functions
mc_probit | Link Functions
mc_remove_na | Remove NA from Matrix Linear Predictor
mc_robust_std | Robust Standard Error for Regression Parameters
mc_rw | Random Walk Models Structure
mc_sic | Score Information Criterion - Regression
mc_sic_covariance | Score Information Criterion - Covariance
mc_sqrt | Link Functions
mc_twin | Twin Models Structure
mc_twin_bio | Twin Models Structure
mc_twin_full | Twin Models Structure
mc_variance_function | Variance Functions
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 | Residuals and algorithm check plots
print.mcglm | Print
residuals.mcglm | Residuals
RJC | Rotnitzky-Jewell Information Criterion
soil | Soil Chemistry Properties Data
soya | Soybeans
summary.mcglm | Summarizing
vcov.mcglm | Variance-Covariance Matrix