Comparison of statistical tests for group differences in brain functional networks

作者: Junghi Kim , Jeffrey R. Wozniak , Bryon A. Mueller , Xiaotong Shen , Wei Pan

DOI: 10.1016/J.NEUROIMAGE.2014.07.031

关键词: Computer scienceStatisticSet (psychology)Artificial intelligenceClustering high-dimensional dataEuclidean distanceFunctional correlationMachine learningRegressionStatistical hypothesis testingFunctional connectivityNeuroimagingConnectomeStatistical power

摘要: … After reviewing basic notation and definitions, we discuss several statistical approaches for testing group differences in brain functional networks. In the following section, we apply the …

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