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" Statistical bioinformatics : "
edited by Jae K. Lee
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BL
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| Record Number
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658370
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| Doc. No
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dltt
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| Title & Author
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Statistical bioinformatics : : a guide for life and biomedical science researchers /\ edited by Jae K. Lee
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| Publication Statement
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Hoboken, N.J. :: Wiley-Blackwell,, c2010
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| Page. NO
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xiv, 350 p., [20] p. of plates :: ill. (some col.) ;; 24 cm
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| ISBN
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9780471692720 (cloth)
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: 0471692727 (cloth)
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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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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| Subject
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Bioinformatics-- Statistical methods
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| Dewey Classification
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570.285
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| LC Classification
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QH324.2.S725 2010
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| Added Entry
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Lee, Jae K., (Jae Kyun)
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