Multivariate Covariance Generalized Linear Models


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Documentation for package ‘mcglm’ version 0.8.0

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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