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Bayesian Analysis of Gene Expression Data (Statistics in Practice)

The field of high-throughput genetic experimentation is evolving rapidly, with the advent of new technologies and new venues for data mining. Bayesian methods play a role central to the future of data and knowledge integration in the field of Bioinformatics. This book is devoted exclusively to Bayesian methods of analysis for applications to high-throughput gene expression data, exploring the relevant methods that are changing Bioinformatics. Case studies, illustrating Bayesian analyses of public gene expression data, provide the backdrop for students to develop analytical skills, while the more experienced readers will find the review of advanced methods challenging and attainable.

This book:

* Introduces the fundamentals in Bayesian methods of analysis for applications to high-throughput gene expression data.

* Provides an extensive review of Bayesian analysis and advanced topics for Bioinformatics, including examples that extensively detail the necessary applications.

* Accompanied by website featuring datasets, exercises and solutions.

Bayesian Analysis of Gene Expression Data offers a unique introduction to both Bayesian analysis and gene expression, aimed at graduate students in Statistics, Biomedical Engineers, Computer Scientists, Biostatisticians, Statistical Geneticists, Computational Biologists, applied Mathematicians and Medical consultants working in genomics. Bioinformatics researchers from many fields will find much value in this book.

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	Science/Engineering Analysis of Microarray Gene Expression Data (Trends in Logic S.) ISBN: 0792370872Title: Analysis of Microarray Gene Expression Data (Trends in Logic S.)Author: Mei-Ling, Ting LeePublisher: SpringerPublication Date: 2004-04-30Number Of Pages: 4007.2 Mb pdfAfter genomic sequencing, microarray technology ha ...
	DNA Microarrays and Gene Expression: From Experiments to Data Analysis and Modeling Pierre Baldi, G. Wesley Hatfield, Wesley G. Hatfield, " DNA Microarrays and Gene Expression: From Experiments to Data Analysis and Modeling"Cambridge University Press; 1 edition (September 30, 2002) \| ISBN: 0521800226 \| 230 pages \| PDF \| ...
	The Analysis of Gene Expression Data Giovanni Parmigiani, Elizabeth S. Garett, Rafael A. Irizarry, Scott L. Zeger “The Analysis of Gene Expression Data" Springer \| 2003-04-08 \| ISBN:0387955771 \| PDF \| 504 pages \| 14,8 Mb This book presents practical approaches for the analy ...
	Science/Engineering Advanced Analysis of Gene Expression Microarray Data (2006) Advanced Analysis of Gene Expression Microarray DataPublisher: World Scientific Publishing Company \| English \| ISBN: 9812566457 \| 526 pages \| 2008 \| PDF \| 6 MbDescription: State Univ. of New York, Buffalo. Provides an understanding of curr ...
	Microarray Gene Expression Data Analysis Microarray Gene Expression Data Analysis Publisher: Wiley-Blackwell \| ISBN: 1405106824 \| edition 2003 \| PDF \| 176 pages \| 30 mb This guide covers aspects of designing microarray experiments and analysing the data generated, including info ...
	Mathematics Analyzing Microarray Gene Expression Data (Wiley Series in Probability and Statistics) Author: Geoffrey J. McLachlan, Kim-Anh Do, Christophe AmbroisePublisher: Wiley-Interscience (2004)Binding: Hardcover, 352 pagespricer: $116.95ISBN-10: 0471226165editorialreviewsA multi-discipline, hands-on guide to microarray analysis of bi ...

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	Science/Engineering Analysis of Microarray Gene Expression Data (Trends in Logic S.) ISBN: 0792370872Title: Analysis of Microarray Gene Expression Data (Trends in Logic S.)Author: Mei-Ling, Ting LeePublisher: SpringerPublication Date: 2004-04-30Number Of Pages: 4007.2 Mb pdfAfter genomic sequencing, microarray technology ha ...
	DNA Microarrays and Gene Expression: From Experiments to Data Analysis and Modeling Pierre Baldi, G. Wesley Hatfield, Wesley G. Hatfield, " DNA Microarrays and Gene Expression: From Experiments to Data Analysis and Modeling"Cambridge University Press; 1 edition (September 30, 2002) \| ISBN: 0521800226 \| 230 pages \| PDF \| ...
	The Analysis of Gene Expression Data Giovanni Parmigiani, Elizabeth S. Garett, Rafael A. Irizarry, Scott L. Zeger “The Analysis of Gene Expression Data" Springer \| 2003-04-08 \| ISBN:0387955771 \| PDF \| 504 pages \| 14,8 Mb This book presents practical approaches for the analy ...
	Science/Engineering Advanced Analysis of Gene Expression Microarray Data (2006) Advanced Analysis of Gene Expression Microarray DataPublisher: World Scientific Publishing Company \| English \| ISBN: 9812566457 \| 526 pages \| 2008 \| PDF \| 6 MbDescription: State Univ. of New York, Buffalo. Provides an understanding of curr ...
	Microarray Gene Expression Data Analysis Microarray Gene Expression Data Analysis Publisher: Wiley-Blackwell \| ISBN: 1405106824 \| edition 2003 \| PDF \| 176 pages \| 30 mb This guide covers aspects of designing microarray experiments and analysing the data generated, including info ...
	Mathematics Analyzing Microarray Gene Expression Data (Wiley Series in Probability and Statistics) Author: Geoffrey J. McLachlan, Kim-Anh Do, Christophe AmbroisePublisher: Wiley-Interscience (2004)Binding: Hardcover, 352 pagespricer: $116.95ISBN-10: 0471226165editorialreviewsA multi-discipline, hands-on guide to microarray analysis of bi ...

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