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题名/责任者:

Statistical bioinformatics : a guide for life and biomedical science researchers / edited by Jae K. Lee.

出版发行项:

Hoboken, N.J. : Wiley-Blackwell, c2010.

ISBN:

9780471692720

载体形态项:

xiv, 350 p., [20] p. of plates : ill. (some col.) ; 24 cm.

附加个人名称:

Lee, Jae K. (Jae Kyun)

论题主题:

Bioinformatics-Statistical methods.

中图法分类号:

Q811.4

书目附注:

Includes bibliographical references and index.

内容附注:

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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