Statistical Diagnostics for Cancer
Subtitle: Analyzing High-Dimensional Data
Publisher: Wiley-VCH Verlag GmbH; Wiley-Interscience; Wiley-Blackwell
Published: 2013
Language: eng
Number of pages: 312
ISBN-13: 9783527332625
Subjects: Cancer, diagnosis; Cancer, genetic aspects
Description: This ready reference discusses different methods for statistically analyzing and validating data created with high-throughput methods. As opposed to other titles, this book focusses on systems approaches, meaning that no single gene or protein forms the basis of the analysis but rather a more or less complex biological network. From a methodological point of view, the well balanced contributions describe a variety of modern supervised and unsupervised statistical methods applied to various large-scale datasets from genomics and genetics experiments. Furthermore, since the availability of suffi.