Statistical Methods for Qtl Mapping

Language: English

Published by CRC Press Okt 2024, 2024

1032922680 / 9781032922683

Series: Book 24 of 50 - Chapman & Hall/CRC Computational Biology Series

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - While numerous advanced statistical approaches have recently been developed for quantitative trait loci (QTL) mapping, the methods are scattered throughout the literature. Statistical Methods for QTL Mapping brings together many recent statistical techniques that address the data complexity of QTL mapping. After introducing basic genetics topics and statistical principles, the author discusses the principles of quantitative genetics, general statistical issues of QTL mapping, commonly used one-dimensional QTL mapping approaches, and multiple interval mapping methods. He then explains how to use a feature selection approach to tackle a QTL mapping problem with dense markers. The book also provides comprehensive coverage of Bayesian models and MCMC algorithms and describes methods for multi-trait QTL mapping and eQTL mapping, including meta-trait methods and multivariate sequential procedures.This book emphasizes the modern statistical methodology for QTL mapping as well as the statistical issues that arise during this process. It gives the necessary biological background for statisticians without training in genetics and, likewise, covers statistical thinking and principles for geneticists. Written primarily for geneticists and statisticians specializing in QTL mapping, the book can also be used as a supplement in graduate courses or for self-study by PhD students working on QTL mapping projects.…

Seller Inventory # 9781032922683

Title
Statistical Methods for Qtl Mapping
Author
Zehua Chen
Publisher
CRC Press Okt 2024
Publication year
2024
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1032922680
ISBN 13
9781032922683
Item weight
435 grams
Dimensions
234x156x17 mm
Series
Book 24 of 50: Chapman & Hall/CRC Computational Biology Series

AHA-BUCH GmbH

Einbeck, Germany

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