Statistical Bioinformatics: with R
暫譯: 統計生物資訊學:使用 R

Sunil K. Mathur

  • 出版商: Academic Press
  • 出版日期: 2017-11-13
  • 售價: $2,730
  • 貴賓價: 9.5$2,594
  • 語言: 英文
  • 頁數: 336
  • 裝訂: Paperback
  • ISBN: 0128101865
  • ISBN-13: 9780128101865
  • 相關分類: 生物資訊 Bioinformatics
  • 海外代購書籍(需單獨結帳)

商品描述

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

商品描述(中文翻譯)

統計生物資訊學在生物資訊應用的背景下,提供了統計理論的平衡處理。

本書設計為一或兩學期的高年級本科或研究生生物資訊課程,對該主題採取廣泛的視角——不僅僅是基因表達和序列分析,而是在生物資訊應用的背景下,對統計理論進行仔細的平衡。

本書包含 R 和 SAS 代碼,以及貝葉斯(Bayesian)和馬可夫(Markov)模型等先進方法的開發,為學生提供了進行生物資訊所需的重要基礎。

- 整合生物學、統計學和計算概念
- 包含 R 和 SAS 代碼
- 提供與生物資訊應用相關的複雜統計方法的覆蓋
- 練習和範例有助於以適當的水平進行教學和學習
- 將貝葉斯方法和現代多重測試原則整合在一本方便的書中