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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 (cloth) :
- 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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