2020
Multiple testing correction over contrasts for brain imaging
Alberton B, Nichols T, Gamba H, Winkler A. Multiple testing correction over contrasts for brain imaging. NeuroImage 2020, 216: 116760. PMID: 32201328, PMCID: PMC8191638, DOI: 10.1016/j.neuroimage.2020.116760.Peer-Reviewed Original Research
2016
Faster permutation inference in brain imaging
Winkler AM, Ridgway GR, Douaud G, Nichols TE, Smith SM. Faster permutation inference in brain imaging. NeuroImage 2016, 141: 502-516. PMID: 27288322, PMCID: PMC5035139, DOI: 10.1016/j.neuroimage.2016.05.068.Peer-Reviewed Original ResearchConceptsGamma distributionPermutation distributionProperties of statisticsReal data exampleInexpensive computing powerLinear modelGeneralised Pareto distributionMatrix theoryTail approximationNegative binomial distributionSymmetric errorsPareto distributionDirect fittingFamily-wise error ratePermutation inferenceReference resultsComplex modelsBinomial distributionReal dataSynthetic dataExact error rateComputing powerGeneral linear modelFamilywise errorNull hypothesis