Statistical Omics

A Biopharmaceutical Perspective
1. Auflage 2023
ISBN: 978-1-4822-2572-3
Verlag: Taylor & Francis

Buch, Englisch, 300 Seiten, Format (B × H): 156 mm x 234 mm

Reihe: Chapman & Hall/CRC Biostatistics Series

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.

Autoren/Hrsg.

Zhang, Xiaohua Douglas

Heyse, Joseph

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizinische Fachgebiete Pharmakologie, Toxikologie

Inhaltsverzeichnis

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.