ABSTRACT

Genomics, the mapping of the entire genetic complement of an organism, is the new frontier in biology. This handbook on the statistical issues of genomics covers current methods and the tried-and-true classical approaches.

chapter 1|8 pages

Introduction

chapter 2|36 pages

Biology in Genomics

chapter 3|39 pages

Introduction to Genomics

chapter 4|53 pages

Statistics in Genomics

chapter 5|24 pages

Single-Locus Models

chapter 6|52 pages

Two-Locus Models: The Controlled Crosses

chapter 7|26 pages

Two-Locus Models: Natural Populations

chapter 9|32 pages

Linkage Grouping and Locus Ordering

chapter 10|54 pages

Multi-Locus Models

chapter 11|15 pages

Linkage Map Merging

chapter 12|12 pages

QTL Mapping

Introduction

chapter 13|30 pages

QTL Mapping

Single-Marker Analysis

chapter 14|42 pages

QTL Mapping

Interval Mapping

chapter 15|22 pages

QTL Mapping

Natural Populations

chapter 16|11 pages

QTL Mapping

Statistical Power

chapter 17|25 pages

Mapping

Future Considerations

chapter 18|26 pages

Computer Tools

chapter 19|26 pages

Resampling and Simulation in Genomics