347 citations · 1.3k across the 70 of their papers we have counts for
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Two step multiple comparisons procedures for positively dependent data with application to detecting differences in human brain network topologies
Djalel Eddine Meskaldji, Patric Hagmann, Jean-Philippe Thiran +1
We consider the problem of testing positively dependent multiple hypotheses assuming that a prior information about the dependence structure is available. We propose two-step multi…
Optimality in multiple comparison procedures
Djalel Eddine Meskaldji, Jean-Philippe Thiran, Stephan Morgenthaler
When many (m) null hypotheses are tested with a single dataset, the control of the number of false rejections is often the principal consideration. Two popular controlling rates ar…
Efficient statistical analysis of large correlated multivariate datasets: a case study on brain connectivity matrices
Djalel Eddine Meskaldji, Leila Cammoun, Patric Hagmann +3
In neuroimaging, a large number of correlated tests are routinely performed to detect active voxels in single-subject experiments or to detect regions that differ between individua…