WinBUGS is
statistical software
Statistical software are specialized computer programs for analysis in statistics and econometrics.
Open-source
* ADaMSoft – a generalized statistical software with data mining algorithms and methods for data management
* ADMB – a softwa ...
for
Bayesian analysis using
Markov chain Monte Carlo
In statistics, Markov chain Monte Carlo (MCMC) methods comprise a class of algorithms for sampling from a probability distribution. By constructing a Markov chain that has the desired distribution as its equilibrium distribution, one can obtain ...
(MCMC) methods.
It is based on the BUGS (
Bayesian inference Using
Gibbs Sampling) project started in 1989. It runs under
Microsoft Windows, though it can also be run on
Linux
Linux ( or ) is a family of open-source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991, by Linus Torvalds. Linux is typically packaged as a Linux distribution, which i ...
or Mac using
Wine
Wine is an alcoholic drink typically made from fermented grapes. Yeast consumes the sugar in the grapes and converts it to ethanol and carbon dioxide, releasing heat in the process. Different varieties of grapes and strains of yeasts are ...
.
It was developed by the BUGS Project, a team of British researchers at the
MRC Biostatistics
Biostatistics (also known as biometry) are the development and application of statistical methods to a wide range of topics in biology. It encompasses the design of biological experiments, the collection and analysis of data from those experime ...
Unit,
Cambridge
Cambridge ( ) is a university city and the county town in Cambridgeshire, England. It is located on the River Cam approximately north of London. As of the 2021 United Kingdom census, the population of Cambridge was 145,700. Cambridge beca ...
, and
Imperial College School of Medicine, London. Originally intended to solve problems encountered in medical statistics, it soon became widely used in other disciplines, such as ecology, sociology, and geology.
The last version of WinBUGS was version 1.4.3, released in August 2007. Development is now focused on
OpenBUGS, an
open-source
Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use the source code, design documents, or content of the product. The open-source model is a decentralized sof ...
version of the package. WinBUGS 1.4.3 remains available as a stable version for routine use, but is no longer being developed.
References
Further reading
*
External links
WinBUGS Homepage
Statistical software
Monte Carlo software
Windows-only software
Bayesian statistics
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