Lisa CROSATO

Position
Associate Professor
Telephone
041 234 9219 / 041 234 6664
E-mail
lisa.crosato@unive.it
Academic discipline
Economic Statistics [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
2026 Working paper Diletta Abbonatoa, Gianluca Biggi, Carlo Bottai, Lisa Crosato, Roberto Fontana, Marco Guerzoni, Caterina Liberati, Arianna Martinelli, Noman Mustafà, Massimiliano Nuccio, Prince Oguguo, Stefania Scrofani, Federico Tamagni Measuring Data-Driven Innovation in Firms: A Multi-Source Approach Using Large Language Models , Pisa, Scuola Superiore Sant'Anna, vol. 27, pp. 1-36 (ISSN 2284-0400)
DOI - URL correlato - ARCA card: 10278/5125047
2025 Book Article Bianchi, FRANCESCO ; Crosato, LISA ; Liberati, Caterina La previsione della sofferenza finanziaria degli enti locali nel contesto internazionale: una Literature Review Strutturata , VIII Rapporto Ca’ Foscari sui comuni 2025. I comuni nel tunnel dell’austerità, Castelvecchi, pp. 436-457 (ISBN 9791256147090)
- ARCA card: 10278/5110388
2025 Article in Conference Proceedings Bottai, Carlo; Crosato, Lisa; Domenech, Josep; Guerzoni, Marco; Liberati, Caterina Unconventional Data and Innovation: Are Innovative SMEs’ Web Pages Different? , Methodological and Applied Statistics and Demography I SIS 2024, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, pp. 123-127, Convegno: SIS 2024 (ISBN 9783031643453; 9783031643460) (ISSN 3059-2135)
DOI - ARCA card: 10278/5110387
2025 Article in Conference Proceedings Bottai, Carlo, Crosato, Lisa, Liberati, Caterina Web-Scraped Data for MSMEs Economic Analysis: Insights on Innovation and Bankruptcy , Book of Short Papers - IES 2025, CLEUP, pp. 419-425, Convegno: IES 2025 – Innovation & Society: Statistics and Data Science for Evaluation and Quality (ISBN 9788854958494)
- ARCA card: 10278/5110569
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 Journal Article Crosato, Lisa; Domenech, Josep; Liberati, Caterina Websites’ data: a new asset for enhancing credit risk modeling in ANNALS OF OPERATIONS RESEARCH, vol. 342, pp. 1671-1686 (ISSN 0254-5330)
DOI - ARCA card: 10278/5020561
2024 Book Article Bianchi, Francesco, Crosato, Lisa, Liberati, Caterina La previsione della sofferenza finanziaria dei comuni italiani: un approccio data-driven. , VII Rapporto Ca’ Foscari sui comuni. 2024 – I comuni nella nuova governance europea della finanza pubblica, Castelvecchi, pp. 303-321 (ISBN 9791256141845)
- ARCA card: 10278/5110390
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 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