TY - BOOK AU - Xu,Shizhong TI - Principles of statistical genomics SN - 9780387708065 (alk. paper) U1 - 572.860727 22 PY - 2013/// CY - New York PB - Springer KW - Genomics KW - Statistical methods KW - BUEsh KW - PPhrm KW - March2016 N1 - 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 ER -