*パッケージ -bqtl: ベイジアン QTL マッピング用の道具集 -BsMD: Bayes Screening and Model Discrimination -boa: Bayesian Output Analysis Program (BOA) for MCMC // Bayesian analysis in specific fields -survBayes: Fits a proportional hazards model to time to event data by a Bayesian approach -bayesm: Bayesian Inference for Marketing/Micro-econometrics -eco: R Package for Fitting Bayesian Models of Ecological Inference in 2 x 2 Tables -evdbayes: Bayesian Analysis in Extreme Value Theory -BMA: Bayesian Model Averaging -MSBVAR: Bayesian Vector Autoregression Models, Impulse Responses and Fore -BACCO: Bundle of emulator, calibrator Bayesian analysis of computer code software -Zelig:[[Bayesian Multinomial Logistic Regression, Bayesian Normal Linear Regression, Bayesian Ordered Probit Regression, Bayesian Poisson Regression, Bayesian Probit Regression, Bayesian Linear Regression for a Censored Dependent Variable:http://gking.harvard.edu/zelig/docs/Models_Zelig_Can.html]] -e1071:naive Bayes classifier -MNP:Bayesian multinomial probit model via Markov chain Monte Carlo -tgp: Bayesian treed Gaussian process models // Mixture modelling -bayesmix: An R package for Bayesian Mixture Modeling -vabayelMix: Variational Bayesian Mixture Model // MCMC -mcmc: Markov Chain Monte Carlo -MCMCpack: Markov chain Monte Carlo (MCMC) Package //Bayesian Networks -deal: Learning Bayesian Networks with Mixed Variables //hierarchical spatial modelling -[[spBayes:http://blue.fr.umn.edu/spatialBayes/]] 階層型空間モデリングパッケージ //Bayesian analysis of item-response theory (IRT) models -pscl: Political Science Computational Laboratory, Stanford University -[[JAGS]]ギブス抽出法を用いたベイズ階層モデルの分析プログラム [[CRAN Task View: Bayesian Inference:http://cran.r-project.org/src/contrib/Views/Bayesian.html]] ・・・各パッケージの分類と要約 [[Rでベイズ統計学]] *参考書 -経済・経営のための統計学(2005, 有斐閣) 9章 ベイズ統計 -[[Bayesian Statistics and Marketing:http://gsbwww.uchicago.edu/fac/peter.rossi/research/bsm.html]] Greg Allenby, Rob McCulloch and Peter Rossi,forthcoming, John Wiley & Sons~ この本のDraftとRのコード。 -[[Bayesian Data Analysis, 2nd Ed.:http://www.crcpress.com/shopping_cart/products/product_detail.asp?sku=C388X&parent_id=&pc=]] Andrew Gelman, John B. Carlin, Hal S. Stern, Donald B. Rubin, 2003, Crc Pr I Llc.~ Appendix C が "Example of computation in R and Bugs"という題になっており, そこにRのコードが書いてあります。 -- [[Andrew Gelmanのサイト:http://www.stat.columbia.edu/~gelman/book/]]にPDFファイルがあります(『Appendix C from the second edition of Bayesian Data Analysis』). -R News, Volume 5/2, November 2005 BMA の紹介 -[[R News, volume 6/1, issue 1:http://cran.r-project.org/doc/Rnews/Rnews_2006-1.pdf]] ベイズ関連パッケージの特集 *サイト