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mcmc_gibbs_intro
- 对马尔科夫链蒙特卡洛模拟和吉布斯采样的一个介绍文章，对了解这些方法非常有用！-We focus here on Markov Chain Monte Carlo (MCMC) methods, which attempt to simulate direct draws from some complex distribution of interest. MCMC approaches are so-named because one uses the previous sample
Gibbs
- MCMC（马尔科夫链蒙特卡洛）中对于高斯分布的Gibbs采样算法-MCMC Gibbs Sampler
gibbs.met_1.1-3.tar
- 马尔可夫链蒙特卡洛算法，由R语言实现，是在Gibbs采样中每步利用Metropolis采样。程序非常清晰，是理解MCMC的好东西-Naive Gibbs Sampling with Metropolis Steps
OpenBUGS
- 这是国外研究Gibbs采样和Bayesian推理的研究人员写的工具包软件，最新版本为V1.4.3。很适合研究机器学习及其贝叶斯推理的科研人员使用。-The BUGS (Bayesian inference Using Gibbs Sampling) project is concerned with flexible software for the Bayesian analysis of complex statistical models using Markov chain Monte
gibbs
- mcmc图像恢复中的一种方法，gibbs图像恢复，利用此代码方便实现另外的一些图像恢复代码的移植。-mcmc picture reconstruction
ar_g
- PURPOSE: MCMC estimates Bayesian heteroscedastic AR(k) model imposing stability restrictions using Gibbs sampling y = b0 + y(t-1) b1 + y(t-2) b2 +,...,y(t-k) bk + E, E = N(0,sige*V), sige = gamma(nu,d0), b = N(c,T), V = diag(v1,v2,...
matlab-econometric-toolbox
- “Applied Econometrics using MATLAB”配套的计量经济Matlab包-MATLAB code for: 1. least-squares, simultaneous systems (2SLS,3SLS, SUR) 2. limited dependent variable (logit, probit, tobit) and Bayesian variants 3. time-series (VAR, BVAR, ECM) estim
LDAGibbsSampling-master
- java编写的关于基于蒙特卡罗方法的吉布斯采样在主题模型中应用的例子。-java LDA gibbs samplling mcmc
MCMC
- 详解介绍MCMC，Gibbs抽样和MH算法，找这么多天最详细的-Detailed descr iption MCMC, Gibbs sampling and MH algorithm to find the most detailed so many days
MCMC_Gibbs
- 由matlab实现的从高斯分布数据中进行Gibbs采样的示例程序，代码中我已加注释，比较好理解，对于学习MCMC的同学比较有帮助。当初我理解GIbbs采样非常痛苦，希望这份代码对与我有相同经历的同学帮上忙-Realized by MATLAB the Gauss distribution data of Gibbs sampling sample program, the code I have to add a comment, is better understood, more help
gibbs
- Gibbs Sampling 这个绝妙的想法在1953年被 Metropolis想到了，为了研究粒子系统的平稳性质， Metropolis 考虑了物理学中常见的波尔兹曼分布的采样问题，首次提出了基于马氏链的蒙特卡罗方法，即Metropolis算法，并在最早的计算机上编程实现。Metropolis 算法是首个普适的采样方法，并启发了一系列 MCMC方法，所以人们把它视为随机模拟技术腾飞的起点。 Metropolis的这篇论文被收录在《统计学中的重大突破》中， Metropolis算法也被遴选为二十
MCMC
- 这是我学吉布斯采样时用的资料，Mabtlab文件是对当中的一个例子的重现。-This is the data I used when I learned Gibbs sampling,the Mabtlab file is the reproduction of an example in it.
daSVM-master
- Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper Data augmentation for support vector machines http://ba.stat.cmu.edu/journal/2011/vol06/issue01/polson.pdf-This is a Matlab implementation of the fancy idea by Pol
mcmcexamples
- MCMC（马尔科夫莫特卡洛）方法源代码，MCMC的具体方法有M-H法和Gibbs采样 -Markov Chain Monte Carlo
MCMC-with-Matlab
- 马尔可夫链蒙特卡罗（MCMC）入门学习资料，包括MetropolisSampling、Metropolis-Hastings Sampling、Gibbs Sampling。包含文档以及对应的程序！选自2011年MarkSteyvers的Computational Statistics with Matlab(MCMC)-MCMC learning materials of Computational Statistics with Matlab(MCMC) by MarkSteyvers, 2
spatial-econometric
- 适用于空间计量的各种模型，包括SVAR SEM SMD 等，以及各种检验，如LM Walds等-least-squares, simultaneous systems (2SLS,3SLS, SUR) limited dependent variable (logit, probit, tobit) and Bayesian variants time-series (VAR, BVAR, ECM) estimation and accompanying forecasting func
MCMC
- mcmc学习代码，gibbs抽样,zheng tai fang fa-mcmc,learning programm,gibbs samplers
tvpvar_m
- 对tvp-var的mcmc参数估计程序，使用的是gibbs算法(MCMC parameter estimation program for tvp-var)
gibbs
- 吉布斯(Gibbs)抽样方法是 Markov Chain Monte Carlo(MCMC)方法的一种,也是应用最为广泛的一种(The simplest Gibbs sampling is a special case of Metropolis-Hastings algorithm, while the extension of Gibbs sampling can be regarded as a universal sampling system. This system takes a