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sumSome (version 1.1.0)

sumSome-package: True Discovery Guarantee by Sum-Based Tests

Description

It provides permutation-based true discovery guarantees, using sum-based global statistics (sum of t-scores, p-value combinations, etc.). As a main feature, it produces simultaneous lower confidence bounds for the number of active voxels in different clusters for fMRI cluster analysis.

Arguments

References

Goeman, J. J., and Solari, A. (2011). Multiple testing for exploratory research. Statistical Science 26 (4) 584-597.

Vesely, A., Finos, L., and Goeman, J. J. (2020). Permutation-based true discovery guarantee by sum tests. Pre-print arXiv:2102.11759.

See Also

True discovery guarantee: sumStats, sumPvals

Permutation statistics for brain imaging: brainScores, brainPvals

True discovery guarantee for cluster analysis: clusterAnalysis