Statistical bioinformatics : a guide for life and biomedical science researchers /

Bibliographic Details
Other Authors: Lee, Jae K. (Jae Kyun)
Format: Book
Language:English
Published: Hoboken, N.J. : Wiley-Blackwell, [2010]
Subjects:

MARC

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505 0 |a Road to statistical bioinformatics -- Probability concepts and distributions for analyzing large biological data -- Quality control of high-throughput biological data -- Statistical testing and significance for large biological data analysis -- Clustering : unsupervised learning in large biological data -- Classification : supervised learning with high-dimensional biological data -- Multidimensional analysis and visualization on large biological data -- Statistical models, inference, and algorithms for large biological data analysis -- Experimental designs on high-throughput biological experiments -- Statistical resampling techniques for large biological data analysis -- Statistical network analysis for biological systems and pathways -- Trends and statistical challenges in genomewide association studies -- R and bioconductor packages in bioinformatics : towards systems biology. 
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