71 citations · 124 across the 9 of their papers we have counts for
3 papers · 1 filter
Identifying Graphical Models
Maya Shevlyakova, Stephan Morgenthaler
The ability to identify reliably a positive or negative partial correlation between the expression levels of two genes is influenced by the number of genes, the number of a…
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…