Correlated binary data analysis using robust likelihood

碩士 === 國立中央大學 === 統計研究所 === 97 === Correlated data are commonly encountered in many fields. The correlation may come from the genetic heredity, familial aggregation, environmental heterogeneity, or repeated measures. Royall and Tsou (2003) proposed a parametric robust likelihood technique. With larg...

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Main Authors:	Shih-yun Ciou, 邱詩芸
Other Authors:	Tsung-shan Tsou
Format:	Others
Language:	zh-TW
Published:	2009
Online Access:	http://ndltd.ncl.edu.tw/handle/62465397378121646143

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spelling	ndltd-TW-097NCU053370132016-05-02T04:10:57Z http://ndltd.ncl.edu.tw/handle/62465397378121646143 Correlated binary data analysis using robust likelihood 用強韌概似函數分析具相關性之二分法資料 Shih-yun Ciou 邱詩芸碩士國立中央大學統計研究所 97 Correlated data are commonly encountered in many fields. The correlation may come from the genetic heredity, familial aggregation, environmental heterogeneity, or repeated measures. Royall and Tsou (2003) proposed a parametric robust likelihood technique. With large samples, the adjusted binomial likelihood is asymptotically legitimate for correlated binary data. In this work, we use the adjustment by the binomial working model and obtain a new method for estimating the correlation between data in a cluster. Tsung-shan Tsou 鄒宗山 2009 學位論文 ; thesis 66 zh-TW
collection	NDLTD
language	zh-TW
format	Others
sources	NDLTD
description	碩士 === 國立中央大學 === 統計研究所 === 97 === Correlated data are commonly encountered in many fields. The correlation may come from the genetic heredity, familial aggregation, environmental heterogeneity, or repeated measures. Royall and Tsou (2003) proposed a parametric robust likelihood technique. With large samples, the adjusted binomial likelihood is asymptotically legitimate for correlated binary data. In this work, we use the adjustment by the binomial working model and obtain a new method for estimating the correlation between data in a cluster.
author2	Tsung-shan Tsou
author_facet	Tsung-shan Tsou Shih-yun Ciou 邱詩芸
author	Shih-yun Ciou 邱詩芸
spellingShingle	Shih-yun Ciou 邱詩芸 Correlated binary data analysis using robust likelihood
author_sort	Shih-yun Ciou
title	Correlated binary data analysis using robust likelihood
title_short	Correlated binary data analysis using robust likelihood
title_full	Correlated binary data analysis using robust likelihood
title_fullStr	Correlated binary data analysis using robust likelihood
title_full_unstemmed	Correlated binary data analysis using robust likelihood
title_sort	correlated binary data analysis using robust likelihood
publishDate	2009
url	http://ndltd.ncl.edu.tw/handle/62465397378121646143
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Correlated binary data analysis using robust likelihood

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