tianjfang
内容同上
huadli
R的资料 在线help里已经很全了 什么都有
huadli
关于MCMC的一些资料我也有 但是我不知道怎么样上传
cran
MCMC R?
BRugs
huadli
MCMCpack
This package contains functions to perform Bayesian inference using posterior simulation for a number of statistical models. Most simulation is done in compiled C++ written in the Scythe Statistical Library Version 1.0. All models return coda mcmc objects that can then be summarized using the coda package. MCMCpack also contains some useful utility functions, including some additional density functions and pseudo-random number generators for statistical distributions, a general purpose Metropolis sampling algorithm, and tools for visualization.
huadli
不过我的一些资料都是介绍蒙特卡罗模拟和两个常用的McMC算法:Metropolishe Gibbs.
R中MCMC的函数已经很多了
*** MCMCpack/INDEX ***
Dirichlet The Dirichlet Distribution
InvGamma The Inverse Gamma Distribution
InvWishart The Inverse Wishart Distribution
MCMCdynamicEI Markov Chain Monte Carlo for Quinn's Dynamic
Ecological Inference Model
MCMCfactanal Markov Chain Monte Carlo for Normal Theory
Factor Analysis Model
MCMChierEI Markov Chain Monte Carlo for Wakefield's
Hierarchial Ecological Inference Model
MCMCirt1d Markov Chain Monte Carlo for One Dimensional
Item Response Theory Model
MCMCirtKd Markov Chain Monte Carlo for K-Dimensional
Item Response Theory Model
MCMClogit Markov Chain Monte Carlo for Logistic
Regression
MCMCmetrop1R Metropolis Sampling from User-Written R
function
MCMCmixfactanal Markov Chain Monte Carlo for Mixed Data Factor
Analysis Model
MCMCmnl Markov Chain Monte Carlo for Multinomial
Logistic Regression
MCMCoprobit Markov Chain Monte Carlo for Ordered Probit
Regression
MCMCordfactanal Markov Chain Monte Carlo for Ordinal Data
Factor Analysis Model
MCMCpanel Markov Chain Monte Carlo for the General
Linear Panel Model
MCMCpoisson Markov Chain Monte Carlo for Poisson
Regression
MCMCprobit Markov Chain Monte Carlo for Probit Regression
MCMCregress Markov Chain Monte Carlo for Gaussian Linear
Regression
MCMCtobit Markov Chain Monte Carlo for Gaussian Linear
Regression with a Censored Dependent Variable
Nethvote Dutch Voting Behavior in 1989
NoncenHypergeom The Noncentral Hypergeometric Distribution
PErisk Political Economic Risk Data from 62 Countries
in 1987
Senate 106th U.S. Senate Roll Call Vote Matrix
SupremeCourt U.S. Supreme Court Vote Matrix
Wishart The Wishart Distribution
choicevar Handle Choice-Specific Covariates in
Multinomial Choice Models
dtomogplot Dynamic Tomography Plot
read.Scythe Read a Matrix from a File written by Scythe
tomogplot Tomography Plot
vech Extract Lower Triangular Elements from a
Symmetric Matrix
write.Scythe Write a Matrix to a File to be Read by Scythe
xpnd Expand a Vector into a Symmetric Matrix
huadli
Bayesian inference 很多都没有看懂
lindammay