2013

Principles of Statistical Genomics

Authors:

ISBN: 978-0-387-70806-5 (Print) 978-0-387-70807-2 (Online)

Table of contents (25 chapters)

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  1. Front Matter

    Pages i-xv

  2. Genetic Linkage Map

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-10

      Map Functions

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      Book Chapter

      Pages 11-22

      Recombination Fraction

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      Book Chapter

      Pages 23-33

      Genetic Map Construction

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      Book Chapter

      Pages 35-49

      Multipoint Analysis of Mendelian Loci

  3. Analysis of Quantitative Traits

    1. Front Matter

      Pages 51-51

    2. No Access

      Book Chapter

      Pages 53-60

      Basic Concepts of Quantitative Genetics

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      Book Chapter

      Pages 61-78

      Major Gene Detection

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      Book Chapter

      Pages 79-93

      Segregation Analysis

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      Book Chapter

      Pages 95-108

      Genome Scanning for Quantitative Trait Loci

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      Book Chapter

      Pages 109-129

      Interval Mapping

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      Book Chapter

      Pages 131-149

      Interval Mapping for Ordinal Traits

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      Book Chapter

      Pages 151-170

      Mapping Segregation Distortion Loci

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      Book Chapter

      Pages 171-185

      QTL Mapping in Other Populations

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      Book Chapter

      Pages 187-207

      Random Model Approach to QTL Mapping

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      Book Chapter

      Pages 209-222

      Mapping QTL for Multiple Traits

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      Book Chapter

      Pages 223-256

      Bayesian Multiple QTL Mapping

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      Book Chapter

      Pages 257-279

      Empirical Bayesian QTL Mapping

  4. Microarray Data Analysis

    1. Front Matter

      Pages 281-281

    2. No Access

      Book Chapter

      Pages 283-302

      Microarray Differential Expression Analysis

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      Book Chapter

      Pages 303-319

      Hierarchical Clustering of Microarray Data

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      Book Chapter

      Pages 321-333

      Model-Based Clustering of Microarray Data

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      Book Chapter

      Pages 335-342

      Gene-Specific Analysis of Variances

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