Statistical Bioinformatics: with R

Statistical Bioinformatics: with R
定價:1120
NT $ 1,064 ~ 1,098
  • 作者:Mathur
  • 出版社:全華圖書
  • 出版日期:2010-01-01
  • 語言:英文
  • ISBN10:0123751047
  • ISBN13:9780123751041
  • 裝訂:精裝 / 336頁 / 普通級 / 單色印刷 / 初版
 

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.
 

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

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