Other packages > Find by keyword >

countts  

Thomson Sampling for Zero-Inflated Count Outcomes
View on CRAN: Click here


Download and install countts package within the R console
Install from CRAN:
install.packages("countts")

Install from Github:
library("remotes")
install_github("cran/countts")

Install by package version:
library("remotes")
install_version("countts", "0.1.0")



Attach the package and use:
library("countts")
Maintained by
Tanujit Chakraborty
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-29
Latest Update: 2023-11-29
Description:
A specialized tool is designed for assessing contextual bandit algorithms, particularly those aimed at handling overdispersed and zero-inflated count data. It offers a simulated testing environment that includes various models like Poisson, Overdispersed Poisson, Zero-inflated Poisson, and Zero-inflated Overdispersed Poisson. The package is capable of executing five specific algorithms: Linear Thompson sampling with log transformation on the outcome, Thompson sampling Poisson, Thompson sampling Negative Binomial, Thompson sampling Zero-inflated Poisson, and Thompson sampling Zero-inflated Negative Binomial. Additionally, it can generate regret plots to evaluate the performance of contextual bandit algorithms. This package is based on the algorithms by Liu et al. (2023) .
How to cite:
Tanujit Chakraborty (2023). countts: Thomson Sampling for Zero-Inflated Count Outcomes. R package version 0.1.0, https://cran.r-project.org/web/packages/countts. Accessed 07 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited countts R package
View countts citation profile
Other R packages that countts depends, imports, suggests or enhances
Complete documentation for countts
Functions, R codes and Examples using the countts R package
Some associated functions: apply_ZINB . apply_ZIP . apply_laplacePoisson . apply_linearTS . apply_normalNB . output_summary . update_algorithm . 
Some associated R codes: count_ts.R . globals.R .  Full countts package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

embryogrowth  
Tools to Analyze the Thermal Reaction Norm of Embryo Growth
Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See ...
Download / Learn more Package Citations See dependency  
roxygen2  
In-Line Documentation for R
Generate your Rd documentation, 'NAMESPACE' file, and collation field using specially formatted com ...
Download / Learn more Package Citations See dependency  
keep  
Arrays with Better Control over Dimension Dropping
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
gRain  
Bayesian Networks
Probability propagation in graphical independence networks, also known as Bayesian networks or prob ...
Download / Learn more Package Citations See dependency  
cesR  
Access the Canadian Election Study Datasets
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA