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

Publications

Khanh To Duc, Monica Chiogna, Gianfranco Adimari, Estimation of the volume under the ROC surface in presence of nonignorable verification bias, «STATISTICAL METHODS & APPLICATIONS», 2019, 28, pp. 695 - 722 [Scientific article]

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]

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