R2WinBUGS : A Package for Running WinBUGS from R
Sibylle Sturtz low, Uwe Ligges, Andrew Gelman low
The R2WinBUGS package provides convenient functions to call WinBUGS from R. It automatically writes the data and scripts in a format readable by WinBUGS for processing in batch mode, which is possible since version 1.4. After the WinBUGS process has finished, it is possible either to read the resulting data into R by the package itself--which gives a compact graphical summary of inference and convergence diagnostics--or to use the facilities of the coda package for further analyses of the output. Examples are given to demonstrate the usage of this package.
Citation edge evidence
- R2WinBUGS : A Package for Running WinBUGS from R→Inference from Iterative Simulation Using Multiple SequencesLegacy edge — source detail unavailable
- R2WinBUGS : A Package for Running WinBUGS from R→Bayesian Data AnalysisLegacy edge — source detail unavailable
- R2WinBUGS : A Package for Running WinBUGS from R→JAGS: A program for analysis of Bayesian graphical models using Gibbs samplingLegacy edge — source detail unavailable
- R2WinBUGS : A Package for Running WinBUGS from R→Explaining the Gibbs SamplerLegacy edge — source detail unavailable
What this paper cites, inside the corpus
| Paper | Year | Cited |
|---|---|---|
| Inference from Iterative Simulation Using Multiple Sequences | 1992 | 17,051 |
| Bayesian Data Analysis | 1995 | 13,754 |
| JAGS: A program for analysis of Bayesian graphical models using Gibbs sampling | 2003 | 4,717 |
| Explaining the Gibbs Sampler | 1992 | 2,366 |
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Topics
| Data Analysis with R | Computer Science |
| Statistical Methods and Bayesian Inference | Mathematics |
| Statistical Methods and Inference | Mathematics |
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