Foto del docente

Monica Chiogna

Full Professor

Department of Statistical Sciences "Paolo Fortunati"

Academic discipline: SECS-S/01 Statistics

Publications

Adimari, Gianfranco; To, Duc-Khanh; Chiogna, Monica; Scatozza, Francesca; Facchiano, Antonio, Likelihood-type confidence regions for optimal sensitivity and specificity of a diagnostic test, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2024, 189, pp. 107840 - 107856 [Scientific article]

Adimari G.; To D.-K.; Chiogna M.; Scatozza F.; Facchiano A., Likelihood-type confidence regions for optimal sensitivity and specificity of a diagnostic test, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2024, 189, Article number: 107840 , pp. 1 - 17 [Scientific article]

Banzato E.; Chiogna M.; Djordjilovic V.; Risso D., A Bartlett-type correction for likelihood ratio tests with application to testing equality of Gaussian graphical models, «STATISTICS & PROBABILITY LETTERS», 2023, 193, Article number: 109732 , pp. 1 - 6 [Scientific article]Open Access

To, Duc-Khanh; Adimari, Gianfranco; Chiogna, Monica, ClusROC: An R Package for ROC Analysis in Three-Class Classification Problems for Clustered Data, «THE R JOURNAL», 2023, 15, pp. 254 - 270 [Scientific article]Open Access

Thi Kim Hue Nguyen; Koen Van den Berge; Monica Chiogna; Davide Risso, Structure learning for zero-inflated counts, with an application to single-cell RNA sequencing data, «THE ANNALS OF APPLIED STATISTICS», 2023, 17, pp. 2555 - 2573 [Scientific article]

Gianfranco Adimari;Duc-Khanh To;Monica Chiogna, Confidence regions for optimal sensitivity and specificity of a diagnostic test, in: Book of Short Papers SIS 2022, 2022, pp. 2000 - 2005 (atti di: 51th Scientific Meeting of the Italian Statistical Society - SIS 2022, Caserta, Italy, 22-24, June 2022) [Contribution to conference proceedings]

Duc-Khanh To, Gianfranco Adimari, Monica Chiogna, Estimation of the volume under a ROC surface in presence of covariates, «COMPUTATIONAL STATISTICS & DATA ANALYSIS», 2022, 174, Article number: 107434 , pp. 1 - 15 [Scientific article]

TO, DUC KHANH; ADIMARI, GIANFRANCO; CHIOGNA, MONICA; RISSO DAVIDE, ROC estimation and threshold selection criteria in three-class classification problems for clustered data, «STATISTICAL METHODS IN MEDICAL RESEARCH», 2022, 31, pp. 1325 - 1341 [Scientific article]Open Access

Djordjilovic Vera; Chiogna Monica, Searching for a source of difference in graphical models, «JOURNAL OF MULTIVARIATE ANALYSIS», 2022, 190, Article number: 104973 , pp. 1 - 12 [Scientific article]

Baschieri, Francesca; Guaraldi, Pietro; Provini, Federica; Chiogna, Monica; Barletta, Giorgio; Cecere, Annagrazia; De Scisciolo, Giuseppe; Cortelli, Pietro; Calandra-Buonaura, Giovanna, Circadian and state-dependent core body temperature in people with spinal cord injury, «SPINAL CORD», 2021, 59, pp. 538 - 546 [Scientific article]

Adimari, Gianfranco; To, Duc-Khanh; Chiogna, Monica, Non-monotone transformation of biomarkers, «STATISTICAL METHODS IN MEDICAL RESEARCH», 2021, 30, pp. 349 - 353 [Scientific article]

Federico Agostinis, Monica Chiogna, Vera Djordjilovic ́, Luna Pianesi, Chiara Romualdi, Searching for a source of difference in undirected graphical models for count data - an empirical study, in: Book of short papers - SIS2021, PEARSON, 2021, pp. 689 - 694 (atti di: 50th Meeting of the Italian Statistical Society, Pisa, Italy, June 21, 2021 – June 25, 2021) [Contribution to conference proceedings]

Nguyen Thi Kim Hue; Monica Chiogna, Structure Learning of Undirected Graphical Models for Count Data, «JOURNAL OF MACHINE LEARNING RESEARCH», 2021, 22, Article number: 50 , pp. 1 - 53 [Scientific article]Open Access

Pier Giovanni Bissiri, Monica Chiogna, Nguyen Thi Kim Hue, Bayesian Inference of Undirected Graphical Models from Count Data, in: Book of short papers SIS 2020, Pearson, 2020, pp. 638 - 643 (atti di: SIS 2020, Pisa, Suspended) [Contribution to conference proceedings]

Nguyen Thi Kim Hue, Monica Chiogna, and Davide Risso, Graphical models for count data: an application to single-cell RNA sequencing, in: Book of short papers SIS 2020, Pearson, 2020, pp. 762 - 767 (atti di: SIS 2020, Pisa, Suspended) [Contribution to conference proceedings]