Statistical Bioinformatics With R

Author: Sunil K. Mathur
Editor: Academic Press
ISBN: 9780123751058
File Size: 17,60 MB
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Statistical Bioinformatics provides a balanced treatment of statistical theory in the context of bioinformatics applications. Designed for a one or two semester senior undergraduate or graduate bioinformatics course, the text takes a broad view of the subject – not just gene expression and sequence analysis, but a careful balance of statistical theory in the context of bioinformatics applications. The inclusion of R & SAS code as well as the development of advanced methodology such as Bayesian and Markov models provides students with the important foundation needed to conduct bioinformatics. Integrates biological, statistical and computational concepts Inclusion of R & SAS code Provides coverage of complex statistical methods in context with applications in bioinformatics Exercises and examples aid teaching and learning presented at the right level Bayesian methods and the modern multiple testing principles in one convenient book
Statistical Bioinformatics with R
Language: en
Pages: 336
Authors: Sunil K. Mathur
Categories: Mathematics
Type: BOOK - Published: 2009-12-21 - Publisher: Academic Press

Statistical Bioinformatics provides a balanced treatment of statistical theory in the context of bioinformatics applications. Designed for a one or two semester senior undergraduate or graduate bioinformatics course, the text takes a broad view of the subject – not just gene expression and sequence analysis, but a careful balance of
Introduction to Bioinformatics with R
Language: en
Pages: 298
Authors: Edward Curry
Categories: Science
Type: BOOK - Published: 2020-11-02 - Publisher: CRC Press

In biological research, the amount of data available to researchers has increased so much over recent years, it is becoming increasingly difficult to understand the current state of the art without some experience and understanding of data analytics and bioinformatics. An Introduction to Bioinformatics with R: A Practical Guide for
Statistical Methods in Bioinformatics
Language: en
Pages: 598
Authors: Warren J. Ewens, Gregory R. Grant
Categories: Science
Type: BOOK - Published: 2006-03-30 - Publisher: Springer Science & Business Media

Advances in computers and biotechnology have had a profound impact on biomedical research, and as a result complex data sets can now be generated to address extremely complex biological questions. Correspondingly, advances in the statistical methods necessary to analyze such data are following closely behind the advances in data generation
Bioinformatics in Human Health and Heredity
Language: en
Pages: 560
Authors: Ranajit Chakraborty, Calyampudi Radhakrishna Rao, Pranab Kumar Sen
Categories: Computers
Type: BOOK - Published: 2012 - Publisher: Newnes

The field of statistics not only affects all areas of scientific activity, but also many other matters such as public policy. It is branching rapidly into so many different subjects that a series of handbooks is the only way of comprehensively presenting the various aspects of statistical methodology, applications, and
Handbook of Statistics
Language: en
Pages: 612
Authors: Ranajit Chakraborty, Calyampudi Radhakrishna Rao, Pranab Kumar Sen
Categories: Mathematics
Type: BOOK - Published: 2012-12-31 - Publisher: Newnes

The field of statistics not only affects all areas of scientific activity, but also many other matters such as public policy. It is branching rapidly into so many different subjects that a series of handbooks is the only way of comprehensively presenting the various aspects of statistical methodology, applications, and