Principles of statistical genomics /
Xu, Shizhong (Geneticist)
Principles of statistical genomics / Shizhong Xu. - New York : Springer, c.2013. - xv, 428 p. : ill. (some col.) ; 24 cm.
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.
9780387708065 (alk. paper) 0387708065 (alk. paper)
Genomics--Statistical methods.
572.860727 / XUU
Principles of statistical genomics / Shizhong Xu. - New York : Springer, c.2013. - xv, 428 p. : ill. (some col.) ; 24 cm.
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.
9780387708065 (alk. paper) 0387708065 (alk. paper)
Genomics--Statistical methods.
572.860727 / XUU