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
Confidence regions for optimal sensitivity and specificity of a diagnostic test
2022 Adimari, Gianfranco; To, DUC KHANH; Chiogna, Monica
Nonparametric estimation of ROC surfaces under verification bias
2020 To, DUC KHANH; Chiogna, Monica; Adimari, Gianfranco
Selecting optimal thresholds in ROC analysis with clustered data
2020 To, DUC KHANH; Adimari, Gianfranco; Chiogna, Monica
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.
Nonparametric estimation of ROC surfaces under verification bias: supplementary material.
2018 To, DUC KHANH; Chiogna, Monica; Adimari, Gianfranco
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
Searching for a Source of Difference: a Graphical Model Approach
2017 Chiogna, Monica; Djordjilovic, Vera
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
A Quantile-based Test for Detecting Differential Expression in Microarray Data
2014 Maragoni, Lorenzo; Chiogna, Monica
Nearest-neighbor estimation for ROC analysis under verification bias
2014 Adimari, Gianfranco; Chiogna, Monica
Nonparametric verification bias-corrected inference for the area under the ROC curve of a continuous-scale diagnostic test
2014 Adimari, Gianfranco; Chiogna, Monica
Refining the structure of a pathway with a view to prediction of gene silencing effects
2014 Djordjilovic, Vera; Chiogna, Monica; S., Massa; Romualdi, Chiara
Simulating gene silencing through intervention analysis
2014 Djordjilovic, Vera; Chiogna, Monica; S., Massa; Romualdi, Chiara