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A) BayesianModeling BayesianModeling is a java package to
generate syntax of several models of Binary Regression and Item Response Theory
under a Bayesian approach using Markov chain Monte Carlo (MCMC) methods. Subsequently, the
syntax can be executed in the programs OpenBUGS (Spiegelhalter, Thomas, Best, Lunn,
2007), WinBUGS (Spiegelhalter, Thomas, Best, Lunn,
2003) or in R program (R Development Core Team, 2004) through the libraries R2WinBUGS and R2OpenBUGS (Sturtz, Ligges and Gelman, 2005), BRugs (Thomas, et al,
2006) and rbugs. Download BayesianModeling software Marph 14 2012 References ·
Bazán. J. (2011). BayesianModeling
User Manual. Software. Departamento de
Ciencias. PUCP. Download manual pdf · Bazán, J. L. (2012). Item Response Theory in WinBUGS using BayesianModeling Software. Software Highlight in ISBA Bolletin 19(1), 8-10. Download paper Tutorial video Video Use for Binary Regression Video Use for Item Response Theory B) BRMUW (Binary regression model
using WinBUGS) BRMUW, in Spanish, is a Windows program written in
Visual C++ to generate syntax of several models of Binary Regression under a
Bayesian approach
using Markov chain Monte Carlo (MCMC) methods. Subsequently, the
syntax can be executed in the programs OpenBUGS (Spiegelhalter, Thomas, Best, Lunn,
2007), WinBUGS (Spiegelhalter, Thomas, Best, Lunn,
2003) or in R program (R Development Core Team, 2004) through the libraries R2WinBUGS and R2OpenBUGS (Sturtz, Ligges and Gelman, 2005), BRugs (Thomas, et al,
2006) and rbugs. Download BRMUW software December 8 2011 References ·
Bazán. J.
(2010). Manual de uso de BRMUW. Software. Departamento de Ciencias. PUCP. Download manual pdf ·
Bazán, J., Bayes, C. (2010). Inferencia Bayesiana en Modelos de
Regresión Binaria usando BRMUW. Reporte de Investigación. Serie B. Nro 25. Departamento de Ciencias. PUCP. Download Report
pdf ·
Bazán, J. L.,
Millones, O (2008). Una clasificación de modelos de regresión binaria
asimétrica: el uso del BAYES-PUCP en una aplicación sobre la decisión del
cultivo ilícito de hoja de coca. Economía 29 (62), 17-32. PUCP. Download paperl pdf Please
note that all my software is constantly under development. I do my best
to verify the code and the algorithms; but unfortunately, I can test the software only so much by myself (or even
with help from a few colleagues and students). Please contact me if you
find bugs or errors and I will do my best to fix them quickly. I also
welcome any suggestions you might have to improve the programs (or even new
programming ideas). Of course, this also means that if you find
something you like, you should check back occasionally to see if there is a
new upgrade available. |
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Principal
| Publications
| Teaching | Software | Data |