CHIOGNA, MONICA
CHIOGNA, MONICA
A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models
2023 Banzato, Erika; Chiogna, Monica; Djordjilović, Vera; Risso, Davide
Structure learning for zero-inflated counts with an application to single-cell RNA sequencing data
2023 Nguyen, THI KIM HUE; Van den Berge, Koen; Chiogna, Monica; Risso, Davide
Nonparametric estimation of ROC surfaces under verification bias
2020 To, DUC KHANH; Chiogna, Monica; Adimari, Gianfranco
MOSClip: multi-omic and survival pathway analysis for the identification of survival associated gene and modules
2019 Martini, P.; Chiogna, M.; Calura, E.; Romualdi, C.
SourceSet: A graphical model approach to identify primary genes in perturbed biological pathways
2019 Salviato, E.; Djordjilovic, V.; Chiogna, M.; Romualdi, C.
An empirical comparison of popular structure learning algorithms with a view to gene network inference
2017 Djordjilović, Vera; Chiogna, Monica; Vomlel, Jiří
Nonparametric verification bias-corrected inference for the area under the ROC curve of a continuous-scale diagnostic test
2017 Adimari, Gianfranco; Chiogna, Monica
Bias–corrected methods for estimating the receiver operating characteristic surface of continuous diagnostic tests
2016 To, DUC KHANH; Chiogna, Monica; Adimari, Gianfranco
simPATHy: a new method for simulating data from perturbed biological PATHways
2016 Salviato, Elisa; Djordjilovic, Vera; Chiogna, Monica; Romualdi, Chiara
Graphical modelling for gene set analysis: a critical appraisal
2015 Djordjilovic, Vera; Chiogna, Monica; S., Massa; Romualdi, Chiara
Nearest-neighbor estimation for ROC analysis under verification bias
2015 Adimari, Gianfranco; Chiogna, Monica
timeClip: pathway analysis for time course data without replicates
2014 Martini, Paolo; Sales, Gabriele; Calura, Enrica; Cagnin, Stefano; Chiogna, Monica; Romualdi, Chiara
Along signal paths: an empirical gene set approach
2013 Martini, Paolo; Sales, Gabriele; Massa, M. S.; Chiogna, Monica; Romualdi, Chiara
Effectiveness of combinations of Gaussian graphical models for model building
2013 Massa, M. S.; Chiogna, Monica
Along signal paths: an empirical gene set approach exploiting pathway topology.
2012 Martini, Paolo; Sales, Gabriele; Massa, Ms; Chiogna, Monica; Romualdi, Chiara
Jackknife empirical likelihood based confidence intervals for partial areas under ROC curves.
2012 Adimari, Gianfranco; Chiogna, Monica
Modelling short-term effects of ozone on morbidity: an application to the city of Milano, Italy, 1995-2003.
2011 Chiogna, Monica; F., Pauli
An interchangeable approach for modelling spatio-temporal count data.
2010 Chiogna, Monica; Gaetan, C
Gene set analysis exploting the topology of a pathway
2010 Massa, Ms; Chiogna, Monica; Romualdi, Chiara
Simple Nonparametric Confidence Regions for the Evaluation of Continuous-Scale Diagnostic Tests
2010 Adimari, Gianfranco; Chiogna, Monica