Big Data in Omics and Imaging: Association Analysis

ISBN-13: 9781498725781 / Angielski / Twarda / 2017 / 668 str.

Momiao Xiong; Joshua Akey

Opis

The emerging genomic, epigenomic, sensing and image technologies will produce a deluge of unprecedentedly massive and highly-dimensional genomic, epigenomic, physiological, image and clinical data. Goals of this book are to develop unified frameworks, basic knowledge and efficient computational tools for analyzing growing large, complex and diverse genomic, epigenomic, physiological and image data. The book is designed to introduce the currently developed statistical methods and software for big genomic and epigenomic data analysis with real-world examples and case studies.

Spis treści

Mathematical Foundation. Linkage Disequilibrium. Association Studies for Qualitative Traits. Association Studies for Quantitative Traits. Multiple Phenotype Association Studies.

O autorze

Momiao Xiong, is a professor in the Department of Biostatistics, University of Texas School of Public Health, and a regular member in the Genetics & Epigenetics (G&E) Graduate Program at The University of Texas MD Anderson Cancer Center, UTHealth Graduate School of Biomedical Science.