123 citations · 301 across the 20 of their papers we have counts for
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Estimating Causal Effects From Nonparanormal Observational Data
Seyed Mahdi Mahmoudi, Ernst Wit
One of the basic aims in science is to unravel the chain of cause and effect of particular systems. Especially for large systems this can be a daunting task. Detailed interventiona…
A penalized inference approach to stochastic block modelling of community structure in the Italian Parliament
Mirko Signorelli, Ernst C. Wit
We analyse bill cosponsorship networks in the Italian Chamber of Deputies. In comparison with other parliaments, a distinguishing feature of the Chamber is the large number of poli…
Bayesian Smooth-and-Match strategy for ordinary differential equations models that are linear in the parameters
Saverio Ranciati, Cinzia Viroli, Ernst Wit
In many fields of application, dynamic processes that evolve through time are well described by systems of ordinary differential equations (ODEs). The analytical solution of the OD…
NEAT: an efficient network enrichment analysis test
Mirko Signorelli, Veronica Vinciotti, Ernst C. Wit
Network enrichment analysis is a powerful method, which allows to integrate gene enrichment analysis with the information on relationships between genes that is provided by gene ne…
Mixture model with multiple allocations for clustering spatially correlated observations in the analysis of ChIP-Seq data
Saverio Ranciati, Cinzia Viroli, Ernst Wit
Model-based clustering is a technique widely used to group a collection of units into mutually exclusive groups. There are, however, situations in which an observation could in pri…