Zero-Inflated and Hurdle Modelling Using Bayesian Inference

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Documentation for package ‘hurdlr’ version 0.1

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dgpd The Generalized Pareto Distribution
dist_ll Distributional Likelihood for Hurdle Model Count Data Regression
GenPareto The Generalized Pareto Distribution
hurdle Hurdle Model Count Data Regression
hurdle_control Control Parameters for Hurdle Model Count Data Regression
loglik_zinb Zero-inflated Negative Binomial Data Likelihood
loglik_zip Zero-inflated Poisson Data Likelihood
mgpd The Generalized Pareto Distribution
mlnorm Density Function for Discrete Log Normal Distribution
PE Extreme Count Probability Likelihood
pgpd The Generalized Pareto Distribution
PT Typical Count Probability Likelihood
PZ Zero Count Probability Likelihood
qgpd The Generalized Pareto Distribution
rgpd The Generalized Pareto Distribution
update_beta MCMC Second-Component Parameter Update Function for Hurdle Model Count Data Regression
update_pars MCMC Third-Component Parameter Update Function for Hurdle Model Count Data Regression
update_probs MCMC Probability Update Function for Hurdle Model Count Data Regression
zero_nb Zero-Inflated Negative Binomial Regression Model
zero_poisson Zero-Inflated Poisson Regression Model