All functions

ESS()

Generalized Error Sum of Squares

GOSHO()

Gosho Information Criterion

Hunting

Hunting in Pico Basile, Bioko Island, Equatorial Guinea.

NewBorn

Respiratory Physiotherapy on Premature Newborns.

RJC()

Rotnitzky-Jewell Information Criterion

ahs

Australian Health Survey

anova(<mcglm>)

Anova Tables

coef(<mcglm>)

Model Coefficients

confint(<mcglm>)

Confidence Intervals for Model Parameters

fit_mcglm()

Chaser and Reciprocal Likelihood Algorithms

fitted(<mcglm>)

Fitted Values

gof()

Measures of Goodness-of-Fit

mc_anova_disp()

Anova Tables for dispersion components

mc_bias_corrected_std()

Bias-corrected Standard Error for Regression Parameters

mc_car()

Conditional Autoregressive Model Structure

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_initial_values()

Automatic Initial Values

mc_link_function() mc_logit() mc_probit() mc_cauchit() mc_cloglog() mc_loglog() mc_identity() mc_log() mc_sqrt() mc_invmu2() mc_inverse()

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_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_twin() mc_twin_bio() mc_twin_full()

Twin Models Structure

mc_variance_function() mc_power() mc_binomialP() mc_binomialPQ()

Variance Functions

mcglm()

Fitting Multivariate Covariance Generalized Linear Models

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

soil

Soil Chemistry Properties Data

soya

Soybeans

summary(<mcglm>)

Summarizing

vcov(<mcglm>)

Variance-Covariance Matrix