Empirical null and false discovery rate analysis in neuroimaging

Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

1995 • 93,704 citations

Advances in functional and structural MR image analysis and implementation as FSL

2004 • 12,877 citations

The control of the false discovery rate in multiple testing under dependency

2001 • 9,798 citations

Statistical parametric maps in functional imaging: A general linear approach

1994 • 9,606 citations

Thresholding of Statistical Maps in Functional Neuroimaging Using the False Discovery Rate

2002 • 4,885 citations

A unified statistical approach for determining significant signals in images of cerebral activation

1996 • 2,680 citations

The positive false discovery rate: a Bayesian interpretation and the q-value

2003 • 2,137 citations

Empirical Bayes Analysis of a Microarray Experiment

2001 • 1,766 citations

Strong Control, Conservative Point Estimation and Simultaneous Conservative Consistency of False Discovery Rates: A Unified Approach

2003 • 1,359 citations

Controlling the familywise error rate in functional neuroimaging: a comparative review

2003 • 1,158 citations

Multiple Hypothesis Testing in Microarray Experiments

2003 • 1,087 citations

Large-Scale Simultaneous Hypothesis Testing

2004 • 987 citations

Resampling-based false discovery rate controlling multiple test procedures for correlated test statistics

1999 • 735 citations

Classical and Bayesian Inference in Neuroimaging: Theory

2002 • 599 citations

Children's Reading Performance is Correlated with White Matter Structure Measured by Diffusion Tensor Imaging

2005 • 382 citations

Unified univariate and multivariate random field theory

2004 • 380 citations

Size, power and false discovery rates

2007 • 333 citations

Neural Activation During Response Competition

2000 • 224 citations

Cluster-based analysis of FMRI data

2006 • 206 citations

Bayesians, Frequentists, and Scientists

2005 • 194 citations

Mixture models with adaptive spatial regularization for segmentation with an application to FMRI data

2005 • 165 citations

An evaluation of thresholding techniques in fMRI analysis

2004 • 140 citations

Spatial mixture modeling of fMRI data

2000 • 135 citations

Mixture model mapping of brain activation in functional magnetic resonance images

1999 • 102 citations

Cross‐subject comparison of principal diffusion direction maps

2005 • 96 citations

False discovery rate analysis of brain diffusion direction maps

2008 • 83 citations

Comparing methods of analyzing fMRI statistical parametric maps

2004 • 67 citations

Complex data analysis in high‐resolution SSFP fMRI

2007 • 35 citations

Empirical null and false discovery rate inference for exponential families

2008 • 25 citations