Statistical Bioinformatics: with R (Hardcover)

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Statistical Bioinformatics: with R (Hardcover)

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內容描述

<內容簡介>
Designed for a one or two semester senior undergraduate or graduate bioinformatics course, Statistical Bioinformatics 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 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. <章節目錄>

Ch 1: Introduction Ch 2: Genomics Ch 3: Probability and Statistical Theory Ch 4: Special Distributions, Properties and Applications Ch 5: Statistical Inference and Applications Ch 6: Nonparametric Statistics Ch 7: Bayesian Statistics Ch 8: Markov Chain, Monte Carlo Ch 9: Analysis of Variance Ch 10: Design of Experiments Ch 11: Multiple Testing of Hypotheses