This book is a primer on fMRI for statisticians interested in learning more about this fascinating subject and the many statistical challenges inherent in functional neuroimaging data, laying out the basics of technique, and surveying the most popular current statistical approaches. First book on fMRI aimed primarily at statisticians introduces data analysis to this important and growing field In-depth survey of the major statistical approaches bring readers up-to-date on the state of the art fMRI data analysis Discussion and comparison ofanalysis paths enable readers to make informed data analysis choices INDICE: The science of fMRI.- Design of fMRI experiments.- Noise and data preprocessing.- Statistical issuesin fMRI data analysis.- Basic statistical analysis.- Temporal, spatial, and spatiotemporal models.- Multivariate approaches.- Basis function approaches.- Bayesian methods in fMRI.- Multiple testing infMRI: the problem of ‘thresholding’.- Additional statistical issues.- Case study: eye motion data.- Survey of major fMRI software packages.- Glossary of fMRI terms.- References.- Index.
- ISBN: 978-0-387-78190-7
- Editorial: Springer
- Encuadernacion: Cartoné
- Páginas: 310
- Fecha Publicación: 01/08/2008
- Nº Volúmenes: 1
- Idioma: Inglés