Modeling Count Time Series Data via Gaussian Copula Models

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Documentation for package ‘gctsc’ version 0.1.3

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

Help Pages

arma.cormat	ARMA Correlation Structure for Copula Time Series
bbinom.marg	Marginal Models for Copula Time Series
binom.marg	Marginal Models for Copula Time Series
campyl	Weekly Campylobacter case counts across Germany
coef.gctsc	Extract Coefficients from a gctsc Model
gctsc	Fit a Gaussian Copula Time Series Model for Count Data
gctsc.opts	Set Options for Gaussian Copula Time Series Model
KCWC	Daily aggregated weather measurements for KCWC station
marginal.gctsc	Marginal Models for Copula Time Series
negbin.marg	Marginal Models for Copula Time Series
plot.gctsc	Diagnostic Plots for Fitted Gaussian Copula Time Series Models
pmvn_ce	Approximate Log-Likelihood via Continuous Extension (CE)
pmvn_ghk	GHK Log-Likelihood Approximation
pmvn_tmet	TMET Log-Likelihood Approximation
poisson.marg	Marginal Models for Copula Time Series
predict	Predictive Distribution and Scoring for Gaussian Copula Time Series Models
predict.gctsc	Predictive Distribution and Scoring for Gaussian Copula Time Series Models
print.gctsc	Print a gctsc Model Object
print.summary.gctsc	Print Summary of a gctsc Model
residuals.gctsc	Compute Randomized Quantile Residuals for Gaussian Copula Time Series
sim_bbinom	Simulate from Gaussian Copula Time Series Models
sim_binom	Simulate from Gaussian Copula Time Series Models
sim_gctsc	Simulate from Gaussian Copula Time Series Models
sim_negbin	Simulate from Gaussian Copula Time Series Models
sim_poisson	Simulate from Gaussian Copula Time Series Models
sim_zib	Simulate from Gaussian Copula Time Series Models
sim_zibb	Simulate from Gaussian Copula Time Series Models
sim_zip	Simulate from Gaussian Copula Time Series Models
summary.gctsc	Summarize a gctsc Model Fit
zib.marg	Marginal Models for Copula Time Series
zibb.marg	Marginal Models for Copula Time Series
zip.marg	Marginal Models for Copula Time Series