Principles of statistical genomics / Shizhong Xu.
Material type: TextPublication details: New York : Springer, c.2013.Description: xv, 428 p. : ill. (some col.) ; 24 cmContent type:- text
- unmediated
- volume
- 9780387708065 (alk. paper)
- 0387708065 (alk. paper)
- 22 572.860727 XUU
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Book - Borrowing | Central Library First floor | Scientific home BookShop | 572.860727 XUU (Browse shelf(Opens below)) | 2 | Available | 000032131 |
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572.86 SHA Genome analysis and bioinformatics : a practical approach / | 572.860285 MAJ Methods for Computational Gene Prediction / | 572.86072 CRI Introduction to computational genomics : a case studies approach / | 572.860727 XUU Principles of statistical genomics / | 572.86078 CAL Integrated genomics : a discovery-based laboratory course / | 572.8629 DAT Data production and analysis in population genomics : methods and protocols / | 572.8633 YAK Nonlinear physics of DNA / |
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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