Statistical bioinformatics with R 1st Edition by Sunil K Mathur ISBN 0123751047 9780123751041
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Product details:
ISBN 10: 0123751047
ISBN 13: 9780123751041
Author: Sunil K. Mathur
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.
Table of contents:
Chapter 1: Introduction
Chapter 2: Microarrays
Chapter 3: Probability and Statistical Theory
Chapter 4: Special Distributions Properties and Applications
Chapter 5: Statistical Inference and Applications
Chapter 6: Nonparametric Statistics
Chapter 7: Bayesian Statistics
Chapter 8: Markov Chain Monte Carlo
Chapter 9: Analysis of Variance
Chapter 10: The Design of Experiments
Chapter 11: Multiple Testing of Hypotheses
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Tags: Sunil K Mathur, Statistical, Bioinformatics, R