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Xu, Shizhong (Geneticist)

Principles of statistical genomics / Shizhong Xu. - xv, 428 pages : illustrations (some color) ; 24 cm

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.

ISBN: 9780387708065 (alk. paper) 0387708065 (alk. paper)

Subjects--Topical Terms:
Genomics--Statistical methods.

Subjects--Geographic Terms:

Subjects--Index Terms:

Index Terms--Genre/Form: --Reading book

Dewey Class. No.: 572.860727 / XUU