Isadora ANTONIANO VILLALOBOS
- Position
- Associate Professor
- Telephone
- 041 234 8407
-
isadora.antoniano@unive.it
- Academic discipline
- Statistics [STAT-01/A]
- Website
-
https://www.unive.it/people/isadora.antoniano (personal record)
- Office
-
Department of Environmental Sciences, Informatics and Statistics
Website: https://www.unive.it/dep.dais
Where: Campus scientifico via Torino
Room: office Z.A15 (Zeta A building, 1st floor)
Office hours
Office hours: Scientific Campus, office Z.A15
For organizative reasons, office hours will be by appointment only. Please send me an e-mail by 10:00am on the same day
- Mondays 3:45 9m – 4:45 pm
Note: For appointments outside of scheduled times or online (via GMeet or Zoom), send me an email
Teaching activity current year
Teaching activity previous years
ENGINEERING PHYSICS [CM13]
Master's Degree Programme (DM270)
COMPUTER SCIENCE AND INFORMATION TECHNOLOGY [CM90]
Master's Degree Programme (DM270)
ENGINEERING PHYSICS [CMR13]
Master's Degree Programme (DM270)
INFORMATICA [CT3]
Bachelor's Degree Programme
INFORMATICA [CTR3]
Bachelor's Degree Programme
MANAGEMENT [R357]
Corso di Dottorato (D.M.226/2021)
Activities and research skills
- Academic discipline
- Statistica [STAT-01/A]
- Settore Scientifico Disciplinare (SSD) affine
- PROBABILITA' E STATISTICA MATEMATICA [MAT/06]
- Geographic areas in which the research experience mainly applies
- Internazionale: Europa, America Latina
- Known languages
-
English
(scritto: avanzato parlato: avanzato)
Spanish (scritto: madrelingua parlato: madrelingua)
Italian (scritto: avanzato parlato: avanzato)
- Participation in editorial boards of scientific journals/book series
-
- Main departmental research areas and fields
-
Area:
Statistica Linea:
Not-for-profit - Modelli e metodi
- Statistical models and methods for complex data structures
-
- Description:
- Flexible models and methods for the identification and characterization of complex relations in phenomena involving large or highly structured datasets or other challenging features, such as temporal or spatial evolution
- Keywords:
- Statistics, Probability theory
- Bayesian Density Regression
-
- SSD:
- SECS-S/01
- Bayesian inference for intractable models
-
- SSD:
- SECS-S/01
- Bayesian inference for time series
-
- SSD:
- SECS-S/01
- Bayesian methods for risk analysis
-
- SSD:
- SECS-S/01
- Bayesian models for multivariate extremes
-
- SSD:
- SECS-S/01
- Extreme value methods for hydrological applications
-
- SSD:
- SECS-S/01
- Other members of the research group:
-
Ilaria PROSDOCIMI
- Multivariate objective priors and variable selection
-
- SSD:
- SECS-S/01
- Bayesian Nonparametric Mixture Models for the Dependence of Extremes (BayMEx)
-
- Funding body:
- Ca' Foscari University of Venice
- Type:
- Progetti di Ateneo
- Role in the project:
- NS
- Starting date:
- Year: 2019 Length in months: 24
- Modern Bayesian nonparametric methods
-
- Funding body:
- MIUR
- Type:
- PRIN
- Role in the project:
- NS
- Starting date:
- Year: 2016 Length in months: 36
- RISE: Rethinking and Innovating Statistics for Extremes
-
- Funding body:
- MIUR
- Type:
- PRIN
- Role in the project:
- NS
- Sito di progetto:
- https://risextremes.github.io/
- Starting date:
- Year: 2023 Length in months: 36
- Other members of the research group:
-
Ilaria PROSDOCIMI
Publication highlights
Zaman, Mehwish; Antoniano-Villalobos, Isadora; Prosdocimi, Ilaria Enhancing intensity-duration-frequency curves estimation: a Markov dependence approach in STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, vol. 40 (ISSN 1436-3240)
DOI 2026,
Journal Article - ARCA card: 10278/5117928
Giulia Minolfi, Fabio Rosada, Elisa Giubilato, Alex Zabeo, Stephane Belbèze, Virginie Derycke, Timo Tarvainen, Isadora Antoniano Villalobos, Elena Semenzin, Lisa Pizzol Regional risk assessment Part I: prioritization of potentially contaminated sites in INTEGRATED ENVIRONMENTAL ASSESSMENT AND MANAGEMENT, vol. vjag123 (ISSN 1551-3793)
- URL correlato 2026,
Journal Article - ARCA card: 10278/5123988
Isadora Antoniano-Villalobos;
Claudia Collarin;
Nathan Huet;
Ilaria Prosdocimi Do parameterisations matter? , Statistical Science: From Theory to Applied Research II, Springer, Convegno: SIS-FENStatS 2026 (ISBN 978-3-032-30876-4)
2026,
Abstract in Atti di convegno - ARCA card: 10278/5121969
Healy, Dáire; Prosdocimi, Ilaria; Antoniano‐Villalobos, Isadora Non‐Stationarities in Extreme Hourly Precipitation Over the Piave Basin, Northern Italy in ENVIRONMETRICS, vol. 36 (ISSN 1180-4009)
DOI 2025,
Journal Article - ARCA card: 10278/5108390
Mehwish Zaman, Isadora Antoniano-Villalobos, Ilaria Prosdocimi Flexible models for coherent estimation of rainfall extremes , Methodological and Applied Statistics and Demography II, Springer, Convegno: Convegno Società Italiana di Statistica 2024 (ISBN 978-3-031-64349-1)
DOI 2025,
Article in Conference Proceedings - ARCA card: 10278/5097530