Foto del docente

Monica Chiogna

Full Professor

Department of Statistical Sciences "Paolo Fortunati"

Academic discipline: SECS-S/01 Statistics

Coordinator of PhD Programme in Statistical Sciences


Paolo Martini, Monica Chiogna, Enrica Calura, Chiara Romualdi, MOSClip: multi-omic and survival pathway analysis for the identification of survival associated gene and modules, «NUCLEIC ACIDS RESEARCH», 2019, 47, Article number: e80 , pp. 1 - 13 [Scientific article]Open Access

Salviato, Elisa; Djordjilović, Vera; Chiogna, Monica; Romualdi, Chiara, SourceSet: A graphical model approach to identify primary genes in perturbed biological pathways, «PLOS COMPUTATIONAL BIOLOGY», 2019, 15, Article number: e1007357 , pp. 1 - 28 [Scientific article]Open Access

TO, DUC KHANH; Chiogna Monica; Adimari Gianfranco, Nonparametric estimation of ROC surfaces under verification bias: supplementary material, 2018, pp. 51 . [Technical report]

Djordjilović, Vera; Chiogna, Monica; Vomlel, Jiří, An empirical comparison of popular structure learning algorithms with a view to gene network inference, «INTERNATIONAL JOURNAL OF APPROXIMATE REASONING», 2017, 88, pp. 602 - 613 [Scientific article]

Gianfranco Adimari; Monica Chiogna, Nonparametric verification bias-corrected inference for the area under the ROC curve of a continuous-scale diagnostic test, «STATISTICS AND ITS INTERFACE», 2017, 10, pp. 629 - 641 [Scientific article]

SALVIATO, ELISA; DJORDJILOVIC, VERA; CHIOGNA, MONICA; ROMUALDI, CHIARA, simPATHy: a new method for simulating data from perturbed biological PATHways, «BIOINFORMATICS», 2017, 33, pp. 456 - 457 [Scientific article]Open Access

To Duc Khanh; Chiogna Monica; Adimari Gianfranco, Bias–corrected methods for estimating the receiver operating characteristic surface of continuous diagnostic tests, «ELECTRONIC JOURNAL OF STATISTICS», 2016, 10, pp. 3063 - 3113 [Scientific article]Open Access

V. Djordjilovic; M. Chiogna; S. Massa; C. Romualdi, Graphical modelling for gene set analysis: a critical appraisal, «BIOMETRICAL JOURNAL», 2015, 57, pp. 852 - 866 [Scientific article]

Adimari G.; Chiogna M., Nearest-neighbor estimation for ROC analysis under verification bias, «THE INTERNATIONAL JOURNAL OF BIOSTATISTICS», 2015, 11, pp. 109 - 124 [Scientific article]

Martini P.; Sales G.; Calura E.; Cagnin S.; Chiogna M.; Romualdi C., timeClip: pathway analysis for time course data without replicates, «BMC BIOINFORMATICS», 2014, 15, pp. 1 - 10 [Scientific article]

Risso D.; SALES, GABRIELE; ROMUALDI, CHIARA; CHIOGNA, MONICA, A hierarchical Bayesian model for RNA-Seq data, in: Grigoletto M.Lisi F. Petrone S., Complex Models and Computational Methods in Statistics, Milano, Springer-Verlag Italia Srl, 2013, pp. 215 - 227 [Chapter or essay]

MASSA M.S.; CHIOGNA M., Effectiveness of combinations of Gaussian graphical models for model building, «JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION», 2013, 83, pp. 1602 - 1612 [Scientific article]

Martini P; Sales G; Massa MS; Chiogna M; Romualdi C, Along signal paths: an empirical gene set approach exploiting pathway topology, «NUCLEIC ACIDS RESEARCH», 2012, 41, pp. 1 - 11 [Scientific article]

G. ADIMARI; M. CHIOGNA, Jackknife empirical likelihood based confidence intervals for partial areas under ROC curves, «STATISTICA SINICA», 2012, 22, pp. 1457 - 1477 [Scientific article]

M. CHIOGNA; F. PAULI, Modelling short-term effects of ozone on morbidity: an application to the city of Milano, Italy, 1995-2003, «ENVIRONMENTAL AND ECOLOGICAL STATISTICS», 2011, 18, pp. 169 - 184 [Scientific article]

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