bayescount: Power Calculations and Bayesian Analysis of Count Distributions and FECRT Data using MCMC

A set of functions to allow analysis of count data (such as faecal egg count data) using Bayesian MCMC methods. Returns information on the possible values for mean count, coefficient of variation and zero inflation (true prevalence) present in the data. A complete faecal egg count reduction test (FECRT) model is implemented, which returns inference on the true efficacy of the drug from the pre- and post-treatment data provided, using non-parametric bootstrapping as well as using Bayesian MCMC. Functions to perform power analyses for faecal egg counts (including FECRT) are also provided.

Getting started

Package details

AuthorMatthew Denwood [aut, cre]
MaintainerMatthew Denwood <>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the bayescount package in your browser

Any scripts or data that you put into this service are public.

bayescount documentation built on May 7, 2022, 5:05 p.m.