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Principles of statistical genomics / Shizhong Xu.

By: Material type: TextTextPublication details: New York : Springer, c.2013.Description: xv, 428 p. : ill. (some col.) ; 24 cmISBN:
  • 9780387708065 (alk. paper)
  • 0387708065 (alk. paper)
Subject(s): 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
Item type Current library Collection Call number Vol info Status Date due Barcode Item holds
Book - Borrowing Book - Borrowing Central Library First floor Scientific home BookShop 572.860727 XUU (Browse shelf(Opens below)) 2 Available 000032131
Total holds: 0

Index : p. 423-428.

Bibliography : p. 413-421.

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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