Thomson Sampling for Zero-Inflated Count Outcomes

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Documentation for package ‘countts’ version 0.1.0

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apply_laplacePoisson Apply the algorithms to make decisions for Thompson sampling Poisson (TS-Poisson) algorithms
apply_linearTS Apply the algorithms to make decisions for Linear Thompson sampling (TS) algorithms
apply_normalNB Apply the algorithms to make decisions for Thompson sampling Negative Binomial (TS-NB) algorithms
apply_ZINB Apply the algorithms to make decisions for Thompson sampling Zero-inflated Negative Binomial (TS-ZINB) algorithm
apply_ZIP Apply the algorithms to make decisions for Thompson sampling Zero-inflated Poisson (TS-ZIP) algorithm
output_summary Summarize the simulation results and generate the regret plot
update_algorithm Updating parameters in algorithm