Bayesin Analysis on Screening Experiments with Binary Data

碩士 === 東海大學 === 統計學系 === 103 === In a screening experiment, the identification of active factors may go wrong due to the complex aliasing structure. With the use of means models, the MBMM（modified Box-Meyer method）was proposed to overcome this problem. In this work, we use the MBMM to the analysis o...

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Main Authors:	Kang-Si Ciou, 邱康熙
Other Authors:	I-Tang Yu
Format:	Others
Language:	zh-TW
Published:	2015
Online Access:	http://ndltd.ncl.edu.tw/handle/56206730480658666169

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spelling	ndltd-TW-103THU003370082016-08-14T04:10:39Z http://ndltd.ncl.edu.tw/handle/56206730480658666169 Bayesin Analysis on Screening Experiments with Binary Data 二元資料因子篩選實驗之貝氏分析 Kang-Si Ciou 邱康熙碩士東海大學統計學系 103 In a screening experiment, the identification of active factors may go wrong due to the complex aliasing structure. With the use of means models, the MBMM（modified Box-Meyer method）was proposed to overcome this problem. In this work, we use the MBMM to the analysis of screening experiments with binary data. When the data are binary, marginal distribution cannot be obtained in a closed form. We use the Monte Carlo integral to compute the marginal distribution. Finally, a real example, the tile experiment, is analyzed by using our method. I-Tang Yu 俞一唐 2015 學位論文 ; thesis 16 zh-TW
collection	NDLTD
language	zh-TW
format	Others
sources	NDLTD
description	碩士 === 東海大學 === 統計學系 === 103 === In a screening experiment, the identification of active factors may go wrong due to the complex aliasing structure. With the use of means models, the MBMM（modified Box-Meyer method）was proposed to overcome this problem. In this work, we use the MBMM to the analysis of screening experiments with binary data. When the data are binary, marginal distribution cannot be obtained in a closed form. We use the Monte Carlo integral to compute the marginal distribution. Finally, a real example, the tile experiment, is analyzed by using our method.
author2	I-Tang Yu
author_facet	I-Tang Yu Kang-Si Ciou 邱康熙
author	Kang-Si Ciou 邱康熙
spellingShingle	Kang-Si Ciou 邱康熙 Bayesin Analysis on Screening Experiments with Binary Data
author_sort	Kang-Si Ciou
title	Bayesin Analysis on Screening Experiments with Binary Data
title_short	Bayesin Analysis on Screening Experiments with Binary Data
title_full	Bayesin Analysis on Screening Experiments with Binary Data
title_fullStr	Bayesin Analysis on Screening Experiments with Binary Data
title_full_unstemmed	Bayesin Analysis on Screening Experiments with Binary Data
title_sort	bayesin analysis on screening experiments with binary data
publishDate	2015
url	http://ndltd.ncl.edu.tw/handle/56206730480658666169
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Bayesin Analysis on Screening Experiments with Binary Data

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