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Zusatztext "The 10 authors are among the world's authorities on the statistical analysis of this new class of biotechnology? . What I like best about this stimulating book is that it allows a simplified logical view of large complex multivariate data sets. ? I highly recommend this book for library purchase! and for individuals in the field? ." - Journal of the Royal Statistical Society! Series A! Vol. 157 (3) "Analysis for gene expression data is the latest hot new topic in statistical data analysis...[this book] deals with microarray experiments: design and analysis for a comparative study! classification methods for data analysis! and clustering for data analysis. Scientists whose work concerns this type of data will want to get a copy of the book." -Technometrics! 2003"?This book is a milestone! documenting major significant advances in the statistical methodology. The four chapters! though independent! share common foci with issues of design! robustness! and the freely available associated software. The statistical ideas are introduced succinctly. The book is especially valuable for research scientists in the field seeking an understanding of the related statistical developments." - Short Book Reviews of the ISI Informationen zum Autor Terry Speed Klappentext Written by pre-eminent world authorities in the field! this book will be the definitive reference guide for the statistical analysis of genetic microarray data. Starting from the first steps of genetic microarray data analysis! the book covers the most important topics and common methodologies for analyzing gene expression data! including preprocessing issues! experiment design! classification! and clustering. These discussions provide the tools and guidance needed by biologists! geneticists! and statisticians working in the analysis of genetic data. The presentation level is appropriate for a quantitative biologist and geneticist! as well as for computer scientists working in the area. Zusammenfassung Written by pre-eminent world authorities in the field, this is a reference for the statistical analysis of genetic microarray data. Starting from the first steps of genetic microarray data analysis, this book covers the important topics and common methodologies for analyzing gene expression data. Inhaltsverzeichnis Model-Based Analysis of Oligonucleotide Arrays and Issues in cDNA Microarray Analysis. Design and Analysis of Comparative Microarray Experiments. Classification in Microarray Experiments. Clustering Microarray Data. References. Index....
