Momiao Xiong

Big Data in Omics and Imaging

Integrated Analysis and Causal Inference

• Gebundenes Buch

Produktbeschreibung

Emerging genomic, epigenomic, sensing and image technologies will produce massive, dimensional genomic, epigenomic, physiological, image and clinical data. The book is designed to introduce the currently developed statistical methods and software for big genomic and epigenomic data analysis.

Produktdetails

• Verlag: CRC Press
• Seitenzahl: 766
• Erscheinungstermin: 19. Juni 2018
• Englisch
• Abmessung: 241mm x 164mm x 43mm
• Gewicht: 1411g
• ISBN-13: 9780815387107
• ISBN-10: 0815387105
• Artikelnr.: 51806637

Autorenporträt

Momiao Xiong is a professor of Biostatistics at the University of Texas Health Science Center in Houston where he has worked since 1997. He received his PhD in 1993 from the University of Georgia.

Inhaltsangabe

Preface
Author
1. Genotype-Phenotype Network Analysis
2. Causal Analysis and Network Biology
3. Wearable Computing and Genetic Analysis of Function-Valued Traits
4. RNA-Seq Data Analysis
5. Methylation Data Analysis
6. Imaging and Genomics
7. From Association Analysis to Integrated Causal Inference
References
Index