Statistical Genetics of Quantitative Traits Linkage, Maps and QTL /

The book introduces the basic concepts and methods that are useful in the statistical analysis and modeling of DNA-based marker and phenotypic data that arise in agriculture, forrestry, experimental biology, and other fields. It concentrates on the linkage analysis of markers, map construction and q...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Wu, Rongling (Author), Ma, Changxing (Author), Casella, George (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: New York, NY : Springer New York : Imprint: Springer, 2007.
Edition:1st ed. 2007.
Series:Statistics for Biology and Health,
Subjects:
Biochemistry.
Genetics.
Plant genetics.
Bioinformatics.
Biometry.
Population genetics.
Genetics and Genomics.
Plant Genetics.
Computational and Systems Biology.
Biostatistics.
Population Genetics.
Online Access:Texto Completo
Table of Contents:
  • Basic Genetics
  • Basic Statistics
  • Linkage Analysis and Map Construction
  • A General Model for Linkage Analysis in Controlled Crosses
  • Linkage Analysis with Recombinant Inbred Lines
  • Linkage Analysis for Distorted and Misclassified Markers
  • Special Considerations in Linkage Analysis
  • Marker Analysis of Phenotypes
  • The Structure of QTL Mapping
  • Interval Mapping with Regression Analysis
  • Interval Mapping by Maximum Likelihood Approach
  • Threshold and Precision Analysis
  • Composite QTL Mapping
  • QTL Mapping in Outbred Pedigrees.

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