Multivariate Analysis for Neuroimaging Data

ISBN-13: 9780367255329 / Angielski / Twarda / 2021 / 214 str.

Atsushi Kawaguchi

Opis

This book enables us to analyze statistically brain imaging data. It is meant for a wide range of researchers interested in biostatistics, data science, and neuroscience. It is useful to understand the background theory of standard software for neuroimaging data analysis.

Spis treści

Preface. Introduction. Brain Imaging Data. Common Statistical Approach. Multivariate Approach. Advance methods. References.

O autorze

Dr. Atsushi Kawaguchi is a professor in the Faculty of Medicine, Saga University in Japan. He received a Ph.D. in Mathematical Statistics from Kyushu University. He has conducted original research and published articles on brain imaging data analysis. He has produced collaborative works with medical doctors as a biostatistician. He has contributed chapters in books on (Frontiers of Biostatistical Methods and Applications in Clinical Oncology, Statistical Techniques for Neuroscientists, etc.). He is an associate editor of Journal of Statistics, and Journal of Biometrics, both in Japanese. He received the Biometric Society of Japan Encouragement Prize in 2010.