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Author : Holger Schwender
Publisher :
ISBN 13 :
Total Pages : 25 pages
Book Rating : 4.:/5 (25 download)
Download or read book Comparison of the Empirical Bayes and the Significance Analysis of Microarrays written by Holger Schwender and published by . This book was released on 2003 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Zhao Chen
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (565 download)
Download or read book Bayesian and Empirical Bayes Approaches to Power Law Process and Microarray Analysis written by Zhao Chen and published by . This book was released on 2004 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: ABSTRACT: The prediction results for the software reliability model are illustrated. We compare our result with the result of Bar-Lev, S.K. et al. Also, posterior densities of several parametric functions are given. Chapter 4 provides Empirical Bayes for the power law process with natural conjugate priors and nonparametric priors. For the natural conjugate priors, two-hyperparameter prior and a more generalized three-hyperparameter prior are used. In chapter 5, we review some basic statistical procedures that are involved in microarray analysis. We will also present and compare several transformation and normalization methods for probe level data. The objective of chapter 6 is to select differentially expressed genes from tens of thousands of genes. Both classical methods (fold change, T-test, Wilcoxon Rank-sum Test, SAM and local Z-score and Empirical Bayes methods (EBarrays and LIMMA) are applied to obtain the results.
Author : Ying Wang
Publisher :
ISBN 13 :
Total Pages : 142 pages
Book Rating : 4.:/5 (489 download)
Download or read book Empirical Bayes Analysis for Detecting Differential Expression in Microarrays written by Ying Wang and published by . This book was released on 2008 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Giovanni Parmigiani
Publisher : Springer Science & Business Media
ISBN 13 : 0387216790
Total Pages : 511 pages
Book Rating : 4.3/5 (872 download)
Download or read book The Analysis of Gene Expression Data written by Giovanni Parmigiani and published by Springer Science & Business Media. This book was released on 2006-04-11 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents practical approaches for the analysis of data from gene expression micro-arrays. It describes the conceptual and methodological underpinning for a statistical tool and its implementation in software. The book includes coverage of various packages that are part of the Bioconductor project and several related R tools. The materials presented cover a range of software tools designed for varied audiences.
Author :
Publisher :
ISBN 13 :
Total Pages : 17 pages
Book Rating : 4.:/5 (594 download)
Download or read book Empirical Bayes Analysis of a Microarray Experiment written by and published by . This book was released on 2001 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Peter H. Westfall
Publisher : John Wiley & Sons
ISBN 13 : 9780471557616
Total Pages : 382 pages
Book Rating : 4.5/5 (576 download)
Download or read book Resampling-Based Multiple Testing written by Peter H. Westfall and published by John Wiley & Sons. This book was released on 1993-01-12 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combines recent developments in resampling technology (including the bootstrap) with new methods for multiple testing that are easy to use, convenient to report and widely applicable. Software from SAS Institute is available to execute many of the methods and programming is straightforward for other applications. Explains how to summarize results using adjusted p-values which do not necessitate cumbersome table look-ups. Demonstrates how to incorporate logical constraints among hypotheses, further improving power.
Author : Usha Venkateswaran
Publisher :
ISBN 13 :
Total Pages : 172 pages
Book Rating : 4.:/5 (622 download)
Download or read book Empirical Bayes in Microarray Data Analysis written by Usha Venkateswaran and published by . This book was released on 2004 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Stephen Erickson
Publisher :
ISBN 13 : 9781109859515
Total Pages : 172 pages
Book Rating : 4.8/5 (595 download)
Download or read book Hierarchical Empirical Bayes Analysis of Genomic Microarrays written by Stephen Erickson and published by . This book was released on 2006 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genomic microarray data are characterized by an immense number of variables (i.e. genes, loci) but modest sample sizes. Hierarchical empirical Bayes analysis provides a natural, flexible, and useful paradigm for tackling such data. Hierarchical, because hierarchical structures facilitate the sharing of power across variables. Empirical, because the distribution of model parameters is rarely known with any precision a priori yet can be estimated in a reasonable fashion from experimental data.
Author : Terry Speed
Publisher : CRC Press
ISBN 13 : 0203011236
Total Pages : 237 pages
Book Rating : 4.2/5 (3 download)
Download or read book Statistical Analysis of Gene Expression Microarray Data written by Terry Speed and published by CRC Press. This book was released on 2003-03-26 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although less than a decade old, the field of microarray data analysis is now thriving and growing at a remarkable pace. Biologists, geneticists, and computer scientists as well as statisticians all need an accessible, systematic treatment of the techniques used for analyzing the vast amounts of data generated by large-scale gene expression studies
Author : Claus Weihs
Publisher : Springer Science & Business Media
ISBN 13 : 3540280847
Total Pages : 717 pages
Book Rating : 4.5/5 (42 download)
Download or read book Classification - the Ubiquitous Challenge written by Claus Weihs and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributions in this volume represent the latest research results in the field of Classification, Clustering, and Data Analysis. Besides the theoretical analysis, papers focus on various application fields as Archaeology, Astronomy, Bio-Sciences, Business, Electronic Data and Web, Finance and Insurance, Library Science and Linguistics, Marketing, Music Science, and Quality Assurance.
Author : Bradley Efron
Publisher :
ISBN 13 :
Total Pages : 35 pages
Book Rating : 4.:/5 (971 download)
Download or read book Microarrays, Empirical Bayes, and the Two-Groups Model written by Bradley Efron and published by . This book was released on 2006 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Robert Gentleman
Publisher : Springer Science & Business Media
ISBN 13 : 0387293620
Total Pages : 478 pages
Book Rating : 4.3/5 (872 download)
Download or read book Bioinformatics and Computational Biology Solutions Using R and Bioconductor written by Robert Gentleman and published by Springer Science & Business Media. This book was released on 2005-12-29 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Full four-color book. Some of the editors created the Bioconductor project and Robert Gentleman is one of the two originators of R. All methods are illustrated with publicly available data, and a major section of the book is devoted to fully worked case studies. Code underlying all of the computations that are shown is made available on a companion website, and readers can reproduce every number, figure, and table on their own computers.
Author : Bradley Efron
Publisher :
ISBN 13 :
Total Pages : 12 pages
Book Rating : 4.:/5 (788 download)
Download or read book Robbins, Empirical Bayes, and Microarrays written by Bradley Efron and published by . This book was released on 2001 with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Bradley Efron
Publisher :
ISBN 13 :
Total Pages : 16 pages
Book Rating : 4.:/5 (593 download)
Download or read book Microarrays Empirical Bayes Methods, and False Discovery Rates written by Bradley Efron and published by . This book was released on 2001 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Xiangdong Wang
Publisher : Springer Science & Business Media
ISBN 13 : 9400758111
Total Pages : 396 pages
Book Rating : 4.4/5 (7 download)
Download or read book Bioinformatics of Human Proteomics written by Xiangdong Wang and published by Springer Science & Business Media. This book was released on 2013-01-26 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Bioinformatics of Human Proteomics” discusses the development of methods, techniques and applications in the field of protein bioinformatics, an important direction in bioinformatics. It collects contributions from expert researchers in order to provide a practical guide to this complex field of study. The book covers the protein interaction network, drug discovery and development, the relationship between translational medicine and bioinformatics, and advances in proteomic methods, while also demonstrating important bioinformatics tools and methods available today for protein analysis, interpretation and predication. It is intended for experts or senior researchers in the fields of clinical research-related biostatistics, bioinformatics, computational biology, medicine, statistics, system biology, molecular diagnostics, biomarkers, or drug discovery and development. Dr.Xiangdong Wang works as a distinguished professor of Respiratory Medicine at Fudan University, Shanghai, China. He serves as Director of Biomedical Research Center, Fudan University Zhongshan Hospital and adjunct professor of Clinical Bioinformatics at Lund University, Sweden. His main research is focused on the role of clinical bioinformatics in the development of disease-specific biomarkers and dynamic network biomarkers, the molecular mechanism of organ dysfunction and potential therapies.
Author : Yu Guo
Publisher :
ISBN 13 :
Total Pages : 216 pages
Book Rating : 4.:/5 (195 download)
Download or read book Statistical Issues in Microarray Data Analysis written by Yu Guo and published by . This book was released on 2006 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Fangxin Hong
Publisher :
ISBN 13 :
Total Pages : 230 pages
Book Rating : 4.:/5 (68 download)
Download or read book Statistical Methods for Analysis of Microarray Time Course Gene Expression Data written by Fangxin Hong and published by . This book was released on 2004 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt:
