Handbook of Neuroimaging Data Analysis

1. Auflage 2019
ISBN: 978-0-367-33069-9
Verlag: Chapman and Hall/CRC

Buch, Englisch, 704 Seiten, Format (B × H): 189 mm x 246 mm, Gewicht: 1341 g

Reihe: Chapman & Hall/CRC Handbooks of Modern Statistical Methods

This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development of novel statistical approaches to model brain data. Designed for researchers in statistics, biostatistics, computer science, cognitive science, computer engineering, biomedical engineering, applied mathematics, physics, and radiology, the book can also be used as a textbook for graduate-level courses in statistics and biostatistics or as a self-study reference for Ph.D. students in statistics, biostatistics, psychology, neuroscience, and computer science.

Zielgruppe

Researchers who are developing novel statistical approaches to model brain data in areas such as statistics, biostatistics, computer science, cognitive science, psychology, computer engineering, biomedical engineering, applied mathematics, physics, and radiology; advanced masters and Ph.D. students in a special topics course on statistical methods for brain data.

Autoren/Hrsg.

Ombao, Hernando

Lindquist, Martin

Thompson, Wesley

Aston, John

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik
• Interdisziplinäres Wissenschaften Wissenschaften Interdisziplinär Neurowissenschaften, Kognitionswissenschaft

Inhaltsverzeichnis

Overview. Imaging Modalities. Statistical Methods and Models.

Über Autor(innen)

Hernando Ombao is Professor in the Department of Statistics at the University of California, Irvine and Fellow of the American Statistical Association. Martin Lindquist is Professor in the Department of Biostatistics at Johns Hopkins University and Fellow of the American Statistical Association. Wesley Thompson is Associate Professor in the Department of Psychiatry at the University of California, San Diego and Lead Scientist at the Institute of Biological Psychiatry, Mental Health Services, Copenhagen, Denmark. John Aston is Professor in the Statistical Laboratory at the University of Cambridge and Fellow of the American Statistical Association.