Statistical Omics
A Biopharmaceutical Perspective
1st Edition
Published on 30. September 2023
Book
Hardback
300 pages
978-1-4822-2572-3 (ISBN)
Description
This is a cohesive and comprehensive book on statistical omics from a biopharmaceutical perspective which focuses on presenting statistical methods, including false discovery rate for analyzing omics data in biomedical research. It is enriched with practical examples in biopharmaceutical/biomedical research. The book is written for researchers who want to get involved in omics and data analysis in biomedical research as well as for Master/Ph.D. students who want training in omics and related data analysis.
More details
Series
Language
English
Place of publication
Oakville
Canada
Target group
College/higher education
Illustrations
20 s/w Abbildungen
20 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-1-4822-2572-3 (9781482225723)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Persons
Content
Introduction to Statistical Omics. General Statistical Methods in Omics. Multiplicity Issue and Statistical Solutions in Omics Data. Statistical Epigenomics. Statistical Next-Generation Sequencing. Statistical Genome-Wide Association Studies. Statistical Expression Profiling. Statistical Metabolomics. Statistical Proteomics. Statistical High-Throughput Screening. Statistical High-Content Screening. Data Mining in Omics. Bayesian Methods for Next Generation Sequencing and Gwas Studies. Sensitivity and Specificity Analysis in Omics.