Brainpack: a suite of advanced statistical techniques for multi-subject and multi-group fMRI data analysis

Functional magnetic resonance imaging (fMRI) data based on blood oxygenation level dependent (BOLD) signal have become widely available, leading to exponential growth in the number of published studies reporting on human brain function. fMRI data have also posed challenges, including a low signal to...

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Bibliographic Details
Published in:	Journal of the Korean Statistical Society Vol. 54; no. 4; pp. 1076 - 1100
Main Authors:	Samaddar, Arunava, Jackson, Brooke S., Lazar, Nicole A., McDowell, Jennifer E., Park, Cheolwoo
Format:	Journal Article
Language:	English
Published:	Singapore Springer Nature Singapore 01.12.2025 Springer Nature B.V
Subjects:	Applied Statistics Bayesian Inference Blood Blood vessels Cluster analysis Clustering Data analysis Hemoglobin Magnetic fields Mathematics and Statistics Neurosciences Research Article Statistical methods Statistical Theory and Methods Statistics Statistics and Computing/Statistics Programs Wavelet transforms BrainPack Comparison of maps Wavelet transform Data volume reduction Cognitive control
ISSN:	1226-3192, 2005-2863
Online Access:	Get full text
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