Statistical Genetics of Quantitative Traits
Linkage, Maps and QTL
(Sprache: Englisch)
Aimed at graduate students and researchers and including statistical models and analytical procedures, this book introduces the basic concepts and methods used in the statistical analysis and modeling of the DNA-based marker and phenotypic data that arise in agriculture and related fields.
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Aimed at graduate students and researchers and including statistical models and analytical procedures, this book introduces the basic concepts and methods used in the statistical analysis and modeling of the DNA-based marker and phenotypic data that arise in agriculture and related fields.
Klappentext zu „Statistical Genetics of Quantitative Traits “
This book introduces the basic concepts and methods that are useful in the statistical analysis and modeling of the DNA-based marker and phenotypic data that arise in agriculture, forestry, experimental biology, and other fields. It concentrates on the linkage analysis of markers, map construction and quantitative trait locus (QTL) mapping, and assumes a background in regression analysis and maximum likelihood approaches. The strength of this book lies in the construction of general models and algorithms for linkage analysis, as well as in QTL mapping in any kind of crossed pedigrees initiated with inbred lines of crops.
Inhaltsverzeichnis zu „Statistical Genetics of Quantitative Traits “
- 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
- The structure of QTL mapping
- Marker analysis of phenotypes
- Regression-based interval mapping
- Maximum likelihood interval mapping
- Threshold and precision analysis
- Composite QTL mapping
- QTL mapping in outbred pedigrees.
Bibliographische Angaben
- Autoren: Rongling Wu , Changxing Ma , George Casella
- 2007, 2007, 368 Seiten, Masse: 16 x 24,1 cm, Gebunden, Englisch
- Verlag: Springer, New York
- ISBN-10: 0387203346
- ISBN-13: 9780387203348
- Erscheinungsdatum: 31.07.2007
Sprache:
Englisch
Rezension zu „Statistical Genetics of Quantitative Traits “
From the Reviews:"[I]t is a big help and guidance in the field of statistical developments for genetic mapping, synthesised all in one volume helping to build a bridge between genetics and statistics." (Lutz Bunger, Genetic Research, 89, 2007)
"...[T]his is an ideal book for a young researcher looking for an exciting and developing field to get into." (International Statistics Review, April 2008)
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