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책 정보
· 제목 : Bioconductor Case Studies (Paperback)
· 분류 : 외국도서 > 의학 > 생물통계학
· ISBN : 9780387772394
· 쪽수 : 284쪽
· 출판일 : 2008-08-15
· 분류 : 외국도서 > 의학 > 생물통계학
· ISBN : 9780387772394
· 쪽수 : 284쪽
· 출판일 : 2008-08-15
목차
The ALL Dataset.- R and Bioconductor Introduction.- Processing Affymetrix Expression Data.- Two Color Arrays.- Fold Changes, Log Ratios, Background Correction, Shrinkage Estimation, and Variance Stabilization.- Easy Differential Expression.- Differential Expression.- Annotation and Metadata.- Supervised Machine Learning.- Unsupervised Machine Learning.- Using Graphs for Interactome Data.- Graph Layout.- Gene Set Enrichment Analysis.- Hypergeometric Testing Used for Gene Set Enrichment Analysis.- Solutions to Exercises.
