25 citations · 67 across the 17 of their papers we have counts for
3 papers · 1 filter
Directional testing for high-dimensional multivariate normal distributions
Caizhu Huang, Claudia Di Caterina, Nicola Sartori
Thanks to its favorable properties, the multivariate normal distribution is still largely employed for modeling phenomena in various scientific fields. However, when the number of…
Adjusted composite likelihood for robust Bayesian meta-analysis
Michele Lambardi di San Miniato, Nicola Sartori
A composite likelihood is a non-genuine likelihood function that allows to make inference on limited aspects of a model, such as marginal or conditional distributions. Composite li…
Directional tests in Gaussian graphical models
Claudia Di Caterina, Nancy Reid, Nicola Sartori
Directional tests to compare incomplete undirected graphs are developed in the general context of covariance selection for Gaussian graphical models. The exactness of the underlyin…