Statistical Genomics and Bioinformatics

Statistical Genomics and Bioinformatics

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The second edition of a bestseller, this book presents unique and complete coverage of broad topics in statistical genomics. It features several new sections and chapters discussing areas such as sequence-based analysis, biochip data analysis, and generalized bioinformatics. The author provides updated lists of statistical and linkage analysis software and their Web links, as well as SAS codes to help with difficult problems. Other chapters are revised or consolidated to present updated information. Building on the foundation of the first edition, this second edition supplies unparalleled and comprehensive coverage of statistical genomics from both a practical and theoretical view.
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Product details

  • Hardback | 672 pages
  • 167.6 x 242.9 x 19mm | 510g
  • Taylor & Francis Ltd
  • Chapman & Hall/CRC
  • United States
  • English
  • Revised
  • 2nd Revised edition
  • 150 black & white illustrations
  • 1584883286
  • 9781584883289

Table of contents

Introduction. Biology in Genomics. Introduction to Genomics. Statistics in Genomics. Bioinformatics. Resampling and Simulation in Genomics. Parameter Space and Genomics Hypothesis. Single-Locus Models. Two-Locus Models: Controlled Cross. Two-Locus Model: Natural Population. Two-Locus Model: Using Disequilibrium. Linkage Grouping and Locus Ordering. Multi-Locus Model. Linkage Map Merging. QTL Mapping: Introduction. QTL Mapping: Single-Marker Analysis. QTL Mapping: Interval Mapping. QTL Mapping: Natural Population. QTL Mapping: Statistical Power. QTL Mapping: Future Consideration. Methods for High Throughput Experiments. Computer Resources. Sequence Analysis. Function Prediction Based on Sequence. Structure Prediction. Introduction to High Throughput Experiments. Introduction to Biochip Design. Information Management. Biochip Data Analysis. Glossary. Bibliography. Author Index. Subject Index.
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About Ben Hui Liu

Bio-Informatics Group, North Carolina, USA Chip Screen BioSciences Ltd., Guangdong, China
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