Gaussian and Student-t Copula Models for Count Time Series


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Documentation for package ‘gctsc’ version 0.2.4

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gctsc-package gctsc: Copula Count Time Series Models
arma.cormat ARMA Correlation Structure for Copula Count Time Series Models
bbinom.marg Marginal Model Constructors for 'gctsc'
binom.marg Marginal Model Constructors for 'gctsc'
campyl Weekly Campylobacter case counts across Germany
coef.gctsc Extract Coefficients from a gctsc Model
gctsc Fit a Copula-Based Count Time Series Model
gctsc-examples Worked Examples Included with the Package
gctsc.opts Set Options for Gaussian and Student t Copula Time Series Model
KCWC Daily aggregated weather measurements for KCWC station
marginal.gctsc Marginal Model Constructors for 'gctsc'
negbin.marg Marginal Model Constructors for 'gctsc'
plot.gctsc Diagnostic Plots for Fitted Copula Count Time Series Models
pmvn Approximate Gaussian Copula Log-Likelihood
pmvt Approximate Student-t Copula Log-Likelihood
poisson.marg Marginal Model Constructors for 'gctsc'
predict.gctsc One-Step-Ahead Predictive Distribution for Copula Count Time Series Models
print.gctsc Print a gctsc Model Object
print.summary.gctsc Print Summary of a gctsc Model
residuals.gctsc Randomized Quantile Residuals for Copula Count Time Series Models
rota Weekly Rotavirus case counts across Germany
sim_bbinom Simulate from Gaussian and t Copula Time Series Models
sim_binom Simulate from Gaussian and t Copula Time Series Models
sim_gctsc Simulate from Gaussian and t Copula Time Series Models
sim_negbin Simulate from Gaussian and t Copula Time Series Models
sim_poisson Simulate from Gaussian and t Copula Time Series Models
sim_zib Simulate from Gaussian and t Copula Time Series Models
sim_zibb Simulate from Gaussian and t Copula Time Series Models
sim_zip Simulate from Gaussian and t Copula Time Series Models
summary.gctsc Summarize a gctsc Model Fit
zib.marg Marginal Model Constructors for 'gctsc'
zibb.marg Marginal Model Constructors for 'gctsc'
zip.marg Marginal Model Constructors for 'gctsc'