BUGS是Bayesian inference using gibbs sampling的缩写)和WinBUGS。BUGS软件最初于1989年由位于英国剑桥的生物统计学研究所(Biostatistics the Medical Research Council, Cambridge, United Kingdom)研制的,现在由这个研究所和位于伦敦的S.t Mary's皇家学院医学分院(the Imperial College School of Medicine)共同开发。BUGS的运行以MCMC方法为基础,它将所有未知参数都看做随机变量,然后对此种类型的概率模型进行求解。它所使用的编程语言非常容易理解,允许使用者直接对研究的概率模型作出说明。软件中的MCMC分析部分采用Fortran语言编写,相关的编程语言设计非常有效。BUGS主要的目的是解决对完全概率模型的MCMC分析,BUGS软件包适用于计算机的各种操作平台。
2023-03-05 16:51:27 2.88MB 计量经济学 SV模型 Winbugs
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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. 详细描述了如何从R中调用WinBUGS,各种设置描述很详细,而且有两个例子,亲身体验,觉得很不错。
2022-09-11 10:22:03 707KB WinBUGS R语言 
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This manual describes the WinBUGS software - an interactive Windows version of the BUGS program for Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) techniques. WinBUGS allows models to be described using a slightly amended version of the BUGS language, or as Doodles (graphical representations of models) which can, if desired, be translated to a text-based description. The BUGS language is more flexible than the Doodles.
2022-03-31 16:12:37 856KB WinBUGS
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winbugs 贝叶斯专业软件。WinBugs 1.4安装包 1.4.3升级包winbugs 贝叶斯专业软件。
2022-03-31 10:56:43 3.52MB winbugs 贝叶斯 WinBugs 1.4安装包
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是一篇关于WinBUGS软件应用的说明论文,可以帮助初学者入门的教程
2021-11-07 23:27:47 286KB WinBUGS软件 应用
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winbugs软件安装注册及更新,帮助初次应用贝叶斯分析
2021-10-30 18:09:11 24.86MB WinBUGS
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共享有关R的资源:R和WinBUGS实现贝叶斯分级模型。欢迎下载使用。
2021-04-11 20:07:27 3.69MB R 贝叶斯分级
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winbugs的学习
2020-01-05 00:27:50 862KB WinBUGS
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谁跟谁地撒个等花费多少和南警方将大幅和手机号是你还是黑手光环国税局
2020-01-05 00:20:43 1.93MB R与winbugs
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winbugs说明和建模代码
2019-12-21 21:07:21 1.09MB bayesian modeling using winbugs
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