Handbook of Statistical Bioinformatics

  • Henry Horng-Shing Lu
  • Bernhard Schölkopf
  • Hongyu Zhao

Part of the Springer Handbooks of Computational Statistics book series (SHCS)

Table of contents

  1. Front Matter
    Pages i-ix
  2. Sequence Analysis

    1. Front Matter
      Pages 1-1
    2. Bo Jiang, Jun S. Liu
      Pages 55-72
    3. Tian Zheng, Herman Chernoff, Inchi Hu, Iuliana Ionita-Laza, Shaw-Hwa Lo
      Pages 87-107
    4. Grace S. C. Chen, Mingze Li, Michael Rosenberg, Bruce Lindsay
      Pages 135-147
  3. Expression Data Analysis

    1. Front Matter
      Pages 149-149
    2. Richard E. Kennedy, Xiangqin Cui
      Pages 151-169
    3. Zhining Wen, Zhenqiang Su, Jie Liu, Baitang Ning, Lei Guo, Weida Tong et al.
      Pages 171-192
    4. Wai-Ki Yip, Samir B. Amin, Cheng Li
      Pages 193-223
    5. Pierre Neuvial, Henrik Bengtsson, Terence P. Speed
      Pages 225-255
    6. Hongkai Ji
      Pages 257-282
    7. Lingyan Ruan, Ming Yuan
      Pages 299-313
  4. Systems Biology

    1. Front Matter
      Pages 315-315
    2. Karsten M. Borgwardt
      Pages 317-334

About this book

Introduction

Numerous fascinating breakthroughs in biotechnology have generated large volumes and diverse types of high throughput data that demand the development of efficient and appropriate tools in computational statistics integrated with biological knowledge and computational algorithms. This volume collects contributed chapters from leading researchers to survey the many active research topics and promote the visibility of this research area. This volume is intended to provide an introductory and reference book for students and researchers who are interested in the recent developments of computational statistics in computational biology.

Keywords

bioinformatics computer science statistics

Editors and affiliations

  • Henry Horng-Shing Lu
    • 1
  • Bernhard Schölkopf
    • 2
  • Hongyu Zhao
    • 3
  1. 1., Institute of StatisticsNational Chiao Tung UniversityHsinchuTaiwan R.O.C.
  2. 2., Department of Empirical InferenceMPI for Intelligent SystemsTübingenGermany
  3. 3.School of Medicine, Dept. Epidemiology & Public HealthYale UniversityNew HavenUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-16345-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-642-16344-9
  • Online ISBN 978-3-642-16345-6
  • About this book