Lisa CROSATO

Position
Associate Professor
Telephone
041 234 9219 / 041 234 6664
E-mail
lisa.crosato@unive.it
Scientific sector (SSD)
Statistica economica [STAT-02/A]
Website
www.unive.it/people/lisa.crosato (personal record)
Office
Department of Economics
Website: https://www.unive.it/dep.economics
Where: San Giobbe
Office
Interdepartmental School of Economics, Languages and Entrepreneurship
Website: https://www.unive.it/sele
Where: Treviso - Palazzo San Paolo

Publications

Year Type Publication
Year Type Publication
2024 Journal Article Bottai, Carlo; Crosato, Lisa; Domenech, Josep; Guerzoni, Marco; Liberati, Caterina Scraping innovativeness from corporate websites: Empirical evidence on Italian manufacturing SMEs in TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, vol. 207 (ISSN 0040-1625)
DOI - ARCA card: 10278/5067601
2024 Article in Conference Proceedings Bottai Carlo, Crosato Lisa, Liberati Caterina Prediction of SMEs Bankruptcy at the Industry Level with Balance Sheets and Website Indicators. , Proceedings of the 6th International Conference on Advanced Research Methods and AnalyticsICS, Editorial Universitat Politècnica de València, pp. 235-241, Convegno: CARMA 2024
- ARCA card: 10278/5068083
2023 Journal Article Crosato, Lisa; Liberati, Caterina; Repetto, Marco Lost in a black-box? Interpretable machine learning for assessing Italian SMEs default in APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, vol. 39 (6), pp. 829-846 (ISSN 1524-1904)
DOI - ARCA card: 10278/5038922
2023 Journal Article Crosato, Lisa; Domenech, Josep; Liberati, Caterina Websites’ data: a new asset for enhancing credit risk modeling in ANNALS OF OPERATIONS RESEARCH, vol. published online 13 May 2023 (ISSN 0254-5330)
DOI - ARCA card: 10278/5020561
2023 Article in Conference Proceedings Carlo Bottai, Lisa Crosato, Josep Domenech, Marco Guerzoni, Caterina Liberati Can websites reveal a firm's innovativeness? Empirical evidence on Italian manufacturing SMEs , 5th International Conference on Advanced Research Methods and Analytics (CARMA 2023), Editorial Universitat Politècnica de València, Convegno: CARMA 2023 (ISBN 9788413960869)
- ARCA card: 10278/5038940
2023 Article in Conference Proceedings Lisa Crosato, Josep Domenech, Caterina Liberati Enhancing SMEs default prediction with web-scraped data , Statistical methods for evaluation and quality: techniques, technologies and trends, Il viandante, pp. 133-136, Convegno: IES 2023 (ISBN 9791280333698)
- ARCA card: 10278/5038920
2022 Article in Conference Proceedings Crosato, Lisa; Domenech, Josep; Liberati, Caterina Non-conventional data and default prediction: the challenge of companies’ websites , 4th International Conference on Advanced Research Methods and Analytics (CARMA 2022), Editorial Universitat Politècnica de València, pp. 253-258, Convegno: CARMA 2022 (ISBN 9788413960180)
DOI - ARCA card: 10278/5004401
2022 Article in Conference Proceedings Crosato, Lisa; Domenech, Josep; Liberati, Caterina Toward an early detection of SMEs default with websites' indicators , IES 2022 Innovation & Society 5.0: Statistical and Economic Methodologies for Quality Assessment Book of Short Papers, PKE srl, pp. 57-62, Convegno: IES 2022 (ISBN 9788894593358)
- ARCA card: 10278/3754226
2022 Article in Conference Proceedings Bottai, Carlo; Crosato, Lisa; Domenech, Josep; Guerzoni, Marco; Liberati, Caterina Unconventional data for policy: Using Big Data for detecting Italian innovative SMEs , GoodIT '22: Proceedings of the 2022 ACM Conference on Information Technology for Social Good, New York, Association for Computing Machinery, pp. 338-344, Convegno: GoodIT 2022 (ISBN 9781450392846)
DOI - ARCA card: 10278/5004194
2021 Journal Article Depperu, Donatella; Magnani, Giacomo; Crosato, Lisa; Liberati, Caterina Growth of Firms in a Fragmented Cultural Industry: Italian Commercial Art Galleries’ Competitive Strategies in SUSTAINABILITY, vol. 13, pp. 5057 (ISSN 2071-1050)
DOI - ARCA card: 10278/3739919
2021 Journal Article Crosato, Lisa; Domenech, Josep; Liberati, Caterina Predicting SME’s default: Are their websites informative? in ECONOMICS LETTERS, vol. 204 (ISSN 0165-1765)
DOI - ARCA card: 10278/3739966
2021 Article in Conference Proceedings Lisa Crosato, Caterina Liberati, Marco Repetto Linear models vs Neural Network: predicting Italian SMEs default. , Book of Short Papers SIS2021, Pearson, pp. 591-595, Convegno: SIS 2021 (ISBN 9788891927361)
- ARCA card: 10278/3740846
2019 Journal Article CROSATO, LISA; Grossi, L. Correcting outliers in GARCH models: a weighted forward approach in STATISTICAL PAPERS, vol. 60, pp. 1939-1970 (ISSN 0932-5026)
DOI - URL correlato - ARCA card: 10278/3722260
2019 Journal Article Crosato, L; Dalla Pellegrina, L Safe Credit to the Poor: the Role of Anti-Usury Policies in DEVELOPMENT POLICY REVIEW, vol. 37, pp. 423-449 (ISSN 0950-6764)
DOI - URL correlato - ARCA card: 10278/3722284
2019 Article in Conference Proceedings Ferretti C., Crosato L., Cipollini F., Ganugi P. Polarization and long-run mobility: yearly wages comparison in three southern European countries , Smart statistics for smart applications, Pearson, Convegno: SIS 2019 - Smart satistics for smart applications (ISBN 9788891915108)
- ARCA card: 10278/3723444
2018 Book Article Crosato Lisa, Grossi Luigi, Nan Fany Forecasting the Volatility of Electricity Prices by Robust Estimation: An Application to the Italian Market , Mathematical and Statistical Methods for Actuarial Sciences and Finance, Springer International Publishing, pp. 279-283 (ISBN 978-3-319-89823-0; 978-3-319-89824-7)
DOI - ARCA card: 10278/3735410
2018 Book Article Mariani P;Marletta A;Zenga M; Mariani, P; Zavanella, B; Mussini, M; Crosato, L Length of Searching and Job Matching: Public Employment Services and Firm Recruitment in Italy , Le preferenze degli imprenditori lombardi nella scelta dei neolaureati, PKE, pp. 93-109 (ISBN 9788894312072)
- ARCA card: 10278/3722303
2018 Book Article Crosato, L; Zavanella, B Updating CPI weights through compositional VAR forecasts: an application to the Italian index , Studies in Theoretical and Applied Statistics, SIS 2016, Salerno, Italy, June 8-10, Springer, vol. 227, pp. 169-178 (ISBN 978-3-319-73905-2)
DOI - ARCA card: 10278/3722304
2018 Article in Conference Proceedings Crosato, L; Ferretti, C; Ganugi, P Camel or dromedary? A study of the equilibrium distribution of income in the EU countries. , Book of Short Papers SIS 2018, Pearson, Convegno: SIS 2018 - 49th Scientific meeting of the Italian Statistical Society
- ARCA card: 10278/3723448
2018 Abstract in Atti di convegno Crosato, L; Mariani, P; Marletta, A; Zavanella, B Big data and official data: a cointegration analysis based on Google Trends and economic indicators , 2ND INTERNATIONAL CONFERENCE ON ADVANCED RESEARCH METHODS AND ANALYTICS (CARMA 2018), CAMINO VERA S-N, VALENCIA, 46022, SPAIN, UNIV POLITECNICA VALENCIA, pp. 229-235, Convegno: 2ND INTERNATIONAL CONFERENCE ON ADVANCED RESEARCH METHODS AND ANALYTICS (CARMA 2018) (ISBN 9788490486894)
DOI - ARCA card: 10278/3728774
2017 Article in Conference Proceedings Liberati, C; Crosato, L; Mariani, P; Zavanella, B. Dynamic profiling of banking customers: a pseudo–panel study , Proceedings of the Conference of the Italian Statistical Society, ITA, University Press, pp. 601-606, Convegno: SIS 2017 Statistics and Data Science: new challenges, new generations June 28-30, 2017 (ISBN 978-88-6453-521-0)
- ARCA card: 10278/3722307
2017 Article in Conference Proceedings Crosato, L; Liberati, C; Mariani, P; Zavanella, B. Industrial Production Index and the Web: an explorative cointegration analysis , Proceedings of the Conference of the Italian Statistical Society, University Press, Convegno: SIS 2017 Statistics and Data Science: new challenges, new generations June 28-30, 2017 (ISBN 978-88-6453-521-0)
- ARCA card: 10278/3722308
2016 Journal Article Cerrato D; Crosato L; Depperu D Archetypes of SME internationalization: A configurational approach in INTERNATIONAL BUSINESS REVIEW, vol. 25, pp. 286-295 (ISSN 0969-5931)
DOI - ARCA card: 10278/3722315
2016 Article in Conference Proceedings Crosato, L; Lovisolo, F; Zavanella, B. Forecasting CPI weights through compositional VARIMA: an application to Italian data , PROCEEDINGS of the 48th scientific meeting of the Italian Statistical Society, University Press, Convegno: 48th Scientific Meeting of the Italian Statistical Society – SIS2016, 2016 (ISBN 9788861970618)
- ARCA card: 10278/3722309
2015 Article in Conference Proceedings Crosato L; Monti GS A simplicial approach to inequality measurement , Proceedings of the 2015 SIS conference: Statistics and Demography: the Legacy of Corrado Gini, University Press, Convegno: Statistics and Demography: the legacy of Corrado Gini, 2015 (ISBN 9788867874521)
- ARCA card: 10278/3722316
2014 Book Article Crosato L; Destefanis S; Ganugi P Firm Size Distribution and Returns to Scale. Non-Parametric Frontier Estimates from Italian Manufacturing , Innovation, Globalization and Firm Dynamics: Lessons for Enterprise Policy, Routledge Studies in the Modern World Economy), pp. 69-94 (ISBN 978-131581630-2)
DOI - ARCA card: 10278/3722317
2014 Book Article Crosato, L; Mariani, P; Mussini, M; Zavanella, B Linking Administrative Tax Records and Survey Expenditure Data at the Local Level , Selected Issues in Statistical Methods and Applications in an Historical Perspective, Springer-Verlag Berlin Heidelberg, pp. 153-162 (ISBN 978-3-319-05552-7)
DOI - ARCA card: 10278/3722318
2011 Journal Article Mussini, M; Crosato, L; Mariani, P; Zavanella, B L’abbinamento dei dati da fonti diverse: una proposta per integrare dati amministrativi e campionari a livello locale in RIVISTA DI ECONOMIA E STATISTICA DEL TERRITORIO, vol. 3, pp. 87-114 (ISSN 1971-0380)
- ARCA card: 10278/3722319
2011 Book Article Corbellini A; Crosato L Robust Tests for Pareto Density Estimation , Classification and Multivariate Analysis for Complex Data Structures, Springer, pp. 193-201 (ISBN 978-3-642-13311-4)
DOI - ARCA card: 10278/3722322
2010 Book Article Corbellini, A; CROSATO, LISA; Ganugi, P; Mazzoli M. Fitting Pareto II Distributions on Firm Size: Statistical Methodology and Economic Puzzles , ADVANCES IN DATA ANALYSIS: THEORY AND APPLICATIONS TO RELIABILITY AND INFERENCE, DATA MINING, BIOINFORMATICS, LIFETIME DATA, AND NEURAL NETWORKS, Springer/Birkhauser, pp. 321 (ISBN 978-0-8176-4798-8)
DOI - ARCA card: 10278/3722324
2010 Book Article Crosato L; Zavanella B L'evoluzione del reddito dei cittadini milanesi (2000-2004) sulla base di archivi amministrativi , I numeri della città: un quadro socio-economico del comune di Milano sulla base di fonti amministrative, Francoangeli (ISBN 978-88-568-2356-1)
- ARCA card: 10278/3722323
2009 Journal Article Cerasi V; Crosato L Dimensione e concentrazione dei gruppi bancari italiani nell'ultimo decennio in ECONOMIA E POLITICA INDUSTRIALE, vol. 3, pp. 21-39 (ISSN 0391-2078)
- ARCA card: 10278/3721447
2008 Other CROSATO L; DALLA PELLEGRINA L Improving Bankruptcy Proceedings or Strengthening Punishments? An Assessment on Anti-Usury Policies
- ARCA card: 10278/3721443
2007 Journal Article Crosato L; Ganugi P Statistical Regularity of Firm Size Distribution: the Pareto IV and Truncated Yule for Italian SCI Manufacturing in STATISTICAL METHODS & APPLICATIONS, vol. 16, pp. 85-115 (ISSN 1618-2510)
DOI - ARCA card: 10278/3721449
2007 Article in Conference Proceedings CORBELLINI A; CROSATO L; GANUGI P Robust sequential Fitting of the Pareto II distribution: Theoretical and Computational Aspects , Book of Short Papers Meeting of the CLAssification and DAta Analysis Group of the Italian Statistical Society, ITA, EUM - Edizioni dell'Università di Macerata, Convegno: CLADAG 2007, September, 11-13, 2007 (ISBN 978-88-6056-020-9)
- ARCA card: 10278/3721446
2006 Book Article Crosato L; Ganugi P; Destefanis S Technology and firm size distribution: evidence from Italian manufacturing sectors , Mutamenti nella geografia dell'economia italiana, Angeli, pp. 305-329 (ISBN 978-88-464-8319-5)
- ARCA card: 10278/3721445
2006 Other CROSATO L; GANUGI P; CAPPELLETTI L; BURTET D distribuzione dei redditi e povertà nell'area cremonese , pp. 1-55
- ARCA card: 10278/3721448
2003 Journal Article GANUGI P; GROSSI L; CROSATO L Firm size distributions and stochastic growth models: a comparison between ICT and Mechanical Italian companies in STATISTICAL METHODS & APPLICATIONS, vol. 12, pp. 391-414 (ISSN 1618-2510)
DOI - ARCA card: 10278/3721444

List of selected publications