Power Calculations and Bayesian Analysis of Count Distributions and FECRT Data using MCMC
Overview
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.
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
- Help pages
- 13
- Examples that run
- 50%4 run in a plain check · 4 never run
- Exported functions with examples
- 62%
- Documented parameters
- 95%
- Return-value docs
- 100%
- Help pages citing references
- 15%
Downloads
Dependencies
Code & Tests
People & History
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- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 0.9.99-9Latest
- RR 4.3.0 released · 2023-04-21
- 0.9.99-82022-05-07 · diff ↗
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- 0.9.99-52015-04-20 · diff ↗
- RR 3.2.0 released · 2015-04-16
- 0.9.99-42015-03-02 · diff ↗ ·
added 16 exports
fecrt.analysis, FECRT.analysis, fecrt.model, FECRT.model, fecrt.precision, FECRT.precision, count.analysis, fec.analysis, FEC.analysis, count.model, fec.model, FEC.model, count.power, count.precision, fec.precision, FEC.precision
Show 19 earlier eventsHide 19 earlier events
- 0.9.9-22014-06-22 · diff ↗
- RR 3.1.0 released · 2014-04-10
- RR 3.0.0 released · 2013-04-03
- RR 2.15.0 released · 2012-03-30
- RR 2.14.0 released · 2011-10-31
- RR 2.13.0 released · 2011-04-13
- RR 2.12.0 released · 2010-10-15
- RR 2.11.0 released · 2010-04-22
- 0.9.9-12009-11-24 · diff ↗ ·
added 8 exports
fecrt.power, fecrt.power.limits, fec.power, fec.power.limits, FECRT.power, FECRT.power.limits, FEC.power, FEC.power.limits - RR 2.10.0 released · 2009-10-26
- RR 2.9.0 released · 2009-04-17
- 0.9.0-72009-01-08 · diff ↗ ·
added 9 exports
bayescount, bayescount.single, fecrt, FECRT, likelihood, maximise.likelihood, normal.params, lnormal.params, run.model - RR 2.8.0 released · 2008-10-20
- RR 2.7.0 released · 2008-04-22
- 0.8.22008-01-16 · diff ↗
- 0.8.02008-01-10 · diff ↗
- RR 2.6.0 released · 2007-10-03
- 0.5.12007-08-27
- RR 2.5.0 released · 2007-04-24
Package metadata
- First published
- 2007-08-27
- Total releases
- 10 / 19 yrs
- License
- GPL-2 OSI
- Minimum R
- ≥ 2.14.0
- Download size
- 59 KB
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