Statistical bioinformatics
Subtitle: a guide for life and biomedical science researchers
By: edited by Jae K. Lee.
Contributors: Lee, Jae K.
Publisher: Wiley
Published: 2010
Place of publication: Hoboken, N.J
Language: eng
ISBN-13: 9780471692720
Subjects: Bioinformatics -- Statistical methods
Notes: Includes bibliographical references and index.
Table of contents: title: Road to statistical bioinformatics; title: Probability concepts and distributions for analyzing large biological data; title: Quality control of high throughput biological data; title: Statistical testing and significance for large biological data analysis; title: Advance statistical modeling and inference on large biological data; title: Clustering : unsupervised learning in large screening biological data; title: Classification : supervised learning in large screening biological data; title: Multi-dimensional analysis and visualization on large biological data; title: Experimental designs on high throughput biological experiments; title: Statistical resampling techniques for large biological data analysis; title: Statistical network analysis for biological systems and pathways; title: Advances in current statistical genetics and association studies; title: R and bioconductor packages in bioinformatics.