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

Includes bibliographical references and index

Bibliographic Details
Main Author: Lee, Jae K. (Jae Kyun)
Format:
Language:eng
Published: Hoboken, NJ : Wiley-Blackwell, c201
Subjects:
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author Lee, Jae K. (Jae Kyun)
author_facet Lee, Jae K. (Jae Kyun)
author_sort Lee, Jae K. (Jae Kyun)
collection OCEAN
description Includes bibliographical references and index
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institution Universiti Teknologi Malaysia - OCEAN
language eng
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publisher Hoboken, NJ : Wiley-Blackwell,
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spelling KOHA-OAI-TEST:4305742020-12-19T17:15:23ZStatistical bioinformatics : a guide for life and biomedical science researchers / Lee, Jae K. (Jae Kyun) Hoboken, NJ : Wiley-Blackwell,c2010engIncludes bibliographical references and indexRoad 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 biologyPSZJBLBioinformaticsURN:ISBN:9780471692720 (pbk.)URN:ISBN:0471692727 (pbk.)
spellingShingle Bioinformatics
Lee, Jae K. (Jae Kyun)
Statistical bioinformatics : a guide for life and biomedical science researchers /
title Statistical bioinformatics : a guide for life and biomedical science researchers /
title_full Statistical bioinformatics : a guide for life and biomedical science researchers /
title_fullStr Statistical bioinformatics : a guide for life and biomedical science researchers /
title_full_unstemmed Statistical bioinformatics : a guide for life and biomedical science researchers /
title_short Statistical bioinformatics : a guide for life and biomedical science researchers /
title_sort statistical bioinformatics a guide for life and biomedical science researchers
topic Bioinformatics
work_keys_str_mv AT leejaekjaekyun statisticalbioinformaticsaguideforlifeandbiomedicalscienceresearchers