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Fundamentals of Statistical Bioinformatics

(Autor)

Buch | Hardcover
400 Seiten
2011
Chapman & Hall/CRC (Verlag)
978-1-58488-655-6 (ISBN)
77,30 inkl. MwSt
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Provides an understanding of biological mechanisms and presents various techniques to analyze data obtained through different technologies. This book offers the foundations of mathematics, statistics, biology, and computer science needed to understand the methods presented in the text.
Fundamentals of Statistical Bioinformatics provides an understanding of biological mechanisms and presents the most current techniques to analyze data obtained through different technologies. This book offers the foundations of mathematics, statistics, biology, and computer science needed to understand the methods presented in the text. Developing concepts from the introductory to the advanced level, the text provides detailed coverage of modern analytical techniques such as Markov chain Monte Carlo (MCMC) and Bayesian methods. It also addresses useful Web-based tools like CDART and provides a working knowledge of the R language and the codes available for analyzing sequences.

University of Mississippi, University, USA BioSciences Laboratories, Inc., Bozeman, Montana, USA The MITRE Corporation, Bedford, Massachusetts, USA

Genes. Microarrays. Probability and Statistical Theory. Distributions, Properties, and Applications. Statistical Inference and Applications. Nonparametric Statistics. Bayesian Statistics. MCMC Method. Survival Analysis. Sampling Theory and Applications. Design of Experiments. Screening Designs. Taguchi Designs. Online Tools: BLAST, FASTA, ENTREZ, MAPVIEWER, BAMARRAY, SAM, ORIGEN, and Applications. Language: R. Techniques for the Identification of Expressed Genes.

Erscheint lt. Verlag 15.7.2011
Reihe/Serie Statistics: A Series of Textbooks and Monographs
Mitarbeit Herausgeber (Serie): Daryl S. Paulson, Brian E. White
Sprache englisch
Maße 152 x 229 mm
Themenwelt Naturwissenschaften Biologie Allgemeines / Lexika
ISBN-10 1-58488-655-2 / 1584886552
ISBN-13 978-1-58488-655-6 / 9781584886556
Zustand Neuware
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