Stefano Federico TONELLATO
- Position
- Associate Professor
- Roles
-
Department's Delegate for IT Infrastructures
- Telephone
- 041 234 7422
-
stone@unive.it
- Academic discipline
- Statistics [STAT-01/A]
- Website
-
https://www.unive.it/web/en/19197/people/stone(personal record)
- Office
-
Department of Economics
Website: https://www.unive.it/dep.economics
Where: San Giobbe
Office hours
Department of Economics
Office hours will take place either face to face, room C2.115, or on line. It is required to book for an appointment by email.
Thesis supervision
Undergraduate and master thesis may concern data analysis and applied statistics, with particular attention to economic, financial or environmental data. I am particularly interested in the analysis of complex data, of time series and in computational statistics.
Teaching activity current year
Teaching activity previous years
Activities and research skills
- Academic discipline
- Statistica [STAT-01/A]
- Geographic areas in which the research experience mainly applies
- Internazionale: Europa
- Known languages
-
Italiano
(scritto: madrelingua parlato: madrelingua)
Inglese (scritto: avanzato parlato: avanzato)
Francese (scritto: base parlato: base)
- Participation as referees of national and international research projects
- Valutazione di progetti di ricerca di Ateneo dell'Università degli Studi di Padova, anno 2010.
- Main departmental research areas and fields
-
Area:
Ambiente
Area: Statistica Linea: Not-for-profit - Modelli e metodi
Area: Statistica Linea: Not-for-profit - politiche e gestione
Area: Statistica Linea: Settori finanziari - modelli e metodi
Area: Statistica Linea: Settori industriali - modelli e metodi
Area: Statistica Linea: Sistema economico - modelli e metodi
Area: Statistica Linea: Sistema economico - politiche e gestione
Area: Statistica
- Previsione circa il comportamento di fenomeni di interesse sulla base di informazioni raccolte nel passato su di essi e su variabili in grado di influenzarli
-
- Description:
- Prediction of the future behaviour of a variable, based on past information and on information about other possibly influential variables
- Keywords:
- Statistics, Pollution prevention, Applied economics
- ATECO code:
- [72.20] - ricerca e sviluppo sperimentale nel campo delle scienze sociali e umanistiche
- Identificazione di gruppi omogenei di individui nel caso di rilevazioni di dati complesse.
-
- Description:
- Clustering of individuals in complex datasets
- Keywords:
- Statistics, Consumer studies, Risk governance
- ATECO code:
- [72.20] - ricerca e sviluppo sperimentale nel campo delle scienze sociali e umanistiche
- Classification methods for functional data
-
- SSD:
- SECS-S/01
- Other members of the research group:
-
Andrea PASTORE
- Classificazione di dati funzionali
-
- SSD:
- SECS-S/01
- Clustering with nonparametric bayesian models
-
- SSD:
- SECS-S/01
- Other members of the research group:
-
Roberto CASARIN
Andrea PASTORE
- Comparison of cluster analysis procedures
-
- SSD:
- SECS-S/01
- Other members of the research group:
-
Andrea PASTORE
- Forecasting of health workforce needs
-
- Other members of the research group:
-
Stefano CAMPOSTRINI
Andrea PASTORE
- Processi spazio-temporali
-
- SSD:
- SECS-S/01
- SELECT Studio sulla longevità (FInanziato PRIN)
-
- SSD:
- SECS-S/05
- Other members of the research group:
-
Stefano CAMPOSTRINI
Andrea PASTORE
- SELECT Studio sulla longevità (FInanziato PRIN)
-
- SSD:
- SECS-S/05
- Other members of the research group:
-
Stefano CAMPOSTRINI
Andrea PASTORE
- Osservatorio spesa sanitaria e supporto al piano sanitario regionale
-
- Funding body:
- Regione del Veneto
- Type:
- POR FSE (2007-2013)
- Role in the project:
- LD
- Starting date:
- Year: 2014 Length in months: 36
- Other members of the research group:
-
Giovanni BERTIN
Stefano CAMPOSTRINI
Andrea PASTORE
- SELECT - Unfolding the SEcrets of LongEvity
-
- Funding body:
- PRIN
- Type:
- PRIN
- Role in the project:
- NS
- Sito di progetto:
- https://selectprin.github.io/index.html
- Starting date:
- Year: 2019 Length in months: 36
- Other members of the research group:
-
Stefano CAMPOSTRINI
Andrea PASTORE
Francesca ZANTOMIO
Publication highlights
Pastore, Andrea; Tonellato, Stefano F; Aliverti, Emanuele; Campostrini, Stefano When does morbidity start? An analysis of changes in morbidity between 2013 and 2019 in Italy in STATISTICAL METHODS & APPLICATIONS, vol. in press, pp. 1-15 (ISSN 1618-2510)
DOI 2022,
Journal Article - ARCA card: 10278/5007280
Casarin R., Facchinetti R., Sorice D., Tonellato S. Decision trees and random forests , The Essentials of Machine Learning in Finance and Accounting, London, Routledge, Taylor & Francis, pp. 1-30 (ISBN 9780367480813)
DOI 2021,
Book Article - ARCA card: 10278/3733844
Tonellato S.F. Bayesian nonparametric clustering as a community detection problem in COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 152 (ISSN 0167-9473)
DOI - URL correlato 2020,
Journal Article - ARCA card: 10278/3729558
Stefano Tonellato Bayesian nonparametric clustering as a community detection problem , Bayesian nonparametric clustering as a community detection problem, Department of Economics Ca' Foscari University of Venice, vol. 4 (ISSN 1827-3580)
2019,
Book Article - ARCA card: 10278/3717492
Casarin, Roberto; Tonellato, Stefano Comment on Bayesian Cluster Analysis: Point Estimation and Credible Balls by Wade and Ghahramani in BAYESIAN ANALYSIS, vol. 13, pp. 604-605 (ISSN 1936-0975)
DOI - URL correlato 2018,
Journal Article - ARCA card: 10278/3704031