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Principles of statistical genomics / Shizhong Xu.

By: Material type: TextPublisher: New York : Springer, [2013]Copyright date: c2013Description: xv, 428 pages : illustrations (some color) ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9780387708065 (alk. paper)
  • 0387708065 (alk. paper)
Subject(s): Genre/Form: DDC classification:
  • 22 572.860727 XUU
Contents:
Map functions -- Recombination fraction -- Genetic map construction -- Multipoint analysis of Mendelian loci -- Basic concepts of quantitative genetics -- Major gene detection -- Segregation analysis -- Genome scanning for quantitative trait loci -- Interval mapping -- Interval mapping for ordinal traits -- Mapping segregation distortion loci -- QTL mapping in other populations -- Random model approach to QTL mapping -- Mapping QTL for multiple traits -- Bayesian multiple QTL mapping -- Empirical Bayesian QTL mapping -- Microarray differential expression analysis -- Hierarchical clustering of microarray data -- Model-based clustering of microarray data -- Gene-specific analysis of variances -- Factor analysis of microarray data -- Classification of tissue samples using microarrays -- Time-course microarray data analysis -- Quantitative trait-associated microarray data analysis -- Mapping expression quantitative trait loci.
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Holdings
Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
Book - Borrowing Central Library First floor Scientific home BookShop 572.860727 XUU (Browse shelf(Opens below)) 2 Available 000032131
Total holds: 0

Includes bibliographical references and index.

Map functions -- Recombination fraction -- Genetic map construction -- Multipoint analysis of Mendelian loci -- Basic concepts of quantitative genetics -- Major gene detection -- Segregation analysis -- Genome scanning for quantitative trait loci -- Interval mapping -- Interval mapping for ordinal traits -- Mapping segregation distortion loci -- QTL mapping in other populations -- Random model approach to QTL mapping -- Mapping QTL for multiple traits -- Bayesian multiple QTL mapping -- Empirical Bayesian QTL mapping -- Microarray differential expression analysis -- Hierarchical clustering of microarray data -- Model-based clustering of microarray data -- Gene-specific analysis of variances -- Factor analysis of microarray data -- Classification of tissue samples using microarrays -- Time-course microarray data analysis -- Quantitative trait-associated microarray data analysis -- Mapping expression quantitative trait loci.

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