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Statistical studies of genomics data.

Feng, Sheng.

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Statistical studies of genomics data.

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Statistical studies of genomics data./
作者:	Feng, Sheng.
面頁冊數:	104 p.
附註:	Source: Dissertation Abstracts International, Volume: 65-11, Section: B, page: 5811.
Contained By:	Dissertation Abstracts International65-11B.
標題:	Statistics. -
電子資源:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3154200
ISBN:	0496146971

Statistical studies of genomics data.
Feng, Sheng.

Statistical studies of genomics data. - 104 p.

Source: Dissertation Abstracts International, Volume: 65-11, Section: B, page: 5811.

Thesis (Ph.D.)--North Carolina State University, 2005.

In recent years, studies on Genetics and Genomics have become one of the most active fields in science. The Genetic and Genomics data have several significant and unique characteristics that bring great challenges for data analysis. Three statistical studies have been presented in this dissertation. In chapter 1, an empirical Bayesian approach has been developed in a linear mixed model for microarry data analysis. In chapter 2, a multiple order Markov chain model is applied to summarize the local correlation patterns among multiple genetic markers in linkage disequilibrium mapping. In chapter 3, a shrinkage method is being developed to integrate biological prior knowledge presented in moment statistics. This new method may be useful in some genetic network studies.

ISBN: 0496146971Subjects--Topical Terms:

517247
Statistics.

Statistical studies of genomics data.
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