Latent Class Models in Monte CarloMarkov Chain Analysis

Latent Class Models in Monte CarloMarkov Chain Analysis

碩士 === 中原大學 === 應用數學研究所 === 101 === The concepts of latent class models are easy to understand.Maximum likelihood estimations (MLE) and EM algorithm are two methods used to estimate the latent class parameters. In this paper, we use the WinBUGS software and the Monte Carlo Markov Chain (MCMC) method...

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Main Authors: Wei-Hung Yin, 尹維烘
Other Authors: Yu-Jau Lin
Format: Others
Language:zh-TW
Published: 2013
Online Access:http://ndltd.ncl.edu.tw/handle/98064920191257873241
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spelling ndltd-TW-101CYCU55070802015-10-13T22:40:30Z http://ndltd.ncl.edu.tw/handle/98064920191257873241 Latent Class Models in Monte CarloMarkov Chain Analysis 潛在類別模型的蒙地卡羅馬可夫鍊分析 Wei-Hung Yin 尹維烘 碩士 中原大學 應用數學研究所 101 The concepts of latent class models are easy to understand.Maximum likelihood estimations (MLE) and EM algorithm are two methods used to estimate the latent class parameters. In this paper, we use the WinBUGS software and the Monte Carlo Markov Chain (MCMC) methods to estimate these latent class parameters and conditional probabilities. We apply the techniques to analyze the CYCU calculus examinations. Yu-Jau Lin Zu-Wei Zheng 林余昭 鄭子韋 2013 學位論文 ; thesis 70 zh-TW
collection NDLTD
language zh-TW
format Others
sources NDLTD
description 碩士 === 中原大學 === 應用數學研究所 === 101 === The concepts of latent class models are easy to understand.Maximum likelihood estimations (MLE) and EM algorithm are two methods used to estimate the latent class parameters. In this paper, we use the WinBUGS software and the Monte Carlo Markov Chain (MCMC) methods to estimate these latent class parameters and conditional probabilities. We apply the techniques to analyze the CYCU calculus examinations.
author2 Yu-Jau Lin
author_facet Yu-Jau Lin
Wei-Hung Yin
尹維烘
author Wei-Hung Yin
尹維烘
spellingShingle Wei-Hung Yin
尹維烘
Latent Class Models in Monte CarloMarkov Chain Analysis
author_sort Wei-Hung Yin
title Latent Class Models in Monte CarloMarkov Chain Analysis
title_short Latent Class Models in Monte CarloMarkov Chain Analysis
title_full Latent Class Models in Monte CarloMarkov Chain Analysis
title_fullStr Latent Class Models in Monte CarloMarkov Chain Analysis
title_full_unstemmed Latent Class Models in Monte CarloMarkov Chain Analysis
title_sort latent class models in monte carlomarkov chain analysis
publishDate 2013
url http://ndltd.ncl.edu.tw/handle/98064920191257873241
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AT yǐnwéihōng qiánzàilèibiémóxíngdeméngdekǎluómǎkěfūliànfēnxī
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