F. Marta L. Di Lascio

Articles and Book chapters

Di Lascio, F.M.L., Menapace, A., and Pappadà, R. (2023) "A spatially-weighted AMH copula-based dissimilarity measure for clustering variables: An application to urban thermal efficiency". Environmetrics, e2828, p. 1-14. DOI: 10.1002/env.2828. (Paper)

Di Lascio, F.M.L., Falchetta, G., and Ferrari, D. (2022) "Change detection from high-resolution airborne laser scans by penalized composite likelihood screening". Spatial statistics, 52, p. 100710. DOI: 10.1016/j.spasta.2022.100710. (Paper)

Fuchs, S., Di Lascio, F.M.L., and Durante, F. (2021) "Dissimilarity functions for rank-based hierarchical clustering of continuous variables". Computational Statistics and Data Analysis, 159, p. 1-26. DOI 10.1016/j.csda.2021.107201. (Paper)

Di Lascio, F.M.L., Menapace, A. and Righetti, M. (2021) "Analysing the relationship between district heating demand and weather conditions through conditional mixture copula". Environmental and Ecological Statistics, 28(1), p. 53-72. DOI 10.1007/s10651-020-00475-z. (Paper)

Visani, F., Di Lascio, F.M.L., Gardini, S. (2020) "The Impact of Institutional and Cultural Factors on the Use of Non-GAAP Financial Measures. International Evidence from the Oil and Gas Industry". Journal of International Accounting, Auditing and Taxation, 40, p. 1-21. DOI 10.1016/j.intaccaudtax.2020.100334. (Paper)

Di Lascio, F.M.L., Menapace, A. and Righetti, M. (2020) "Joint and conditional dependence modelling of peak district heating demand and outdoor temperature: a copula-based approach". Statistical Methods & Applications, 29, p. 373-395. DOI: 10.1007/s10260-019-00488-4. (Paper)

Di Lascio, F.M.L., and Giannerini, S. (2019). "Clustering dependent observations with copula functions". Statistical Papers, 60, p. 35-51. DOI 10.1007/s00362-016-0822-3. (Paper)

Di Lascio, F.M.L., Giammusso, D., and Puccetti, G. (2018) "A Clustering Approach and a Rule of Thumb for Risk Aggregation". Journal of Banking & Finance, 96, p. 236-248. DOI: 10.1016/j.jbankfin.2018.07.002. (Paper)

Di Lascio, F.M.L. (2018) "CoClust: An R Package for Copula-based Cluster Analysis", in Recent Applications in Data Clustering, p. 93-114. Ed. Harun Pirim, IntTech Publisher. ISBN: 978-1-78923-527-2. DOI: 10.5772/intechopen.74865. (Chapter)

Di Lascio, F.M.L., Durante, F. and Pappadà, R. (2017) "Copula-based clustering methods", Copulas and Dependence Models with Applications, p. 49-67. Eds Úbeda-Flores, M., de Amo, E., Durante, F. and Fernández Sánchez, J., Springer International Publishing. ISBN: 978-3-319-64220-8. (Chapter)

Di Lascio, F.M.L., Disegna, M. (2017). "A copula-based clustering algorithm to analyse EU country diets". Knowledge-Based Systems, 132, p. 72-84. DOI: 10.1016/j.knosys.2017.06.004. (Paper)

Di Lascio, F.M.L., Durante, F., and Jaworski, P. (2017). "A Test for Truncation Invariant Dependence". Soft Methods for Data Science, vol. 456, p. 173-180. Series: Advances in Intelligent Systems and Computing, Springer-Verlag. ISBN: 978-3-319-42971-7. DOI: 10.1007/978-3-319-42972-4_22. (Paper)

Di Lascio, F.M.L., Durante, F., and Jaworski, P. (2016). "Truncation invariant copulas and a testing procedure". Journal of Statistical Computation and Simulation, 86(12), p. 2362-2378. DOI 10.1080/00949655.2015.1110820. (Paper)

Candela, G., Castellani, M., Pattitoni, P. and Di Lascio, F.M.L. (2016). "On Rosen's and Adler's hypotheses in the modern and contemporary visual art market". Empirical Economics, 51(1), p. 415-437. DOI 10.1007/s00181-015-1002-3. (Paper)

Visani, F., Barbieri, P., Di Lascio, F.M.L. , Raffoni, A. and Vigo, D. (2016) "Supplier's Total Cost of Ownership evaluation: a Data Envelopment Analysis approach". Omega, 61, p. 141-154. DOI 10.1016/j.omega.2015.08.001. (Paper)

Cesario, V., Accogli, E., Domanico, A., Di Lascio, F.M.L., Napoleone, L., Gasbarrini, A., and Arienti, V. (2016). "Percutaneous real-time sonoelastography as a non-invasive tool for the characterization of solid focal liver lesions: A prospective study.". Digestive and Liver Disease, 48(2), p. 182-188. DOI 10.1016/j.dld.2015.11.005. (Paper)

Di Lascio, F.M.L., Giannerini, S., and Reale, A. (2015). "Exploring Copulas for the Imputation of Complex Dependent Data". Statistical Methods & Applications, 24(1), p. 159-175. DOI 10.1007/s10260-014-0287-2. (Paper)

Rossi L., Di Lascio, F.M.L., Pacelli B., and Magnani M. (2015). "Descrivere un Social Network Site: un approccio empirico" in Boccia Artieri G. (a cura di), Gli effetti sociali del web, p. 52-62, FrancoAngeli, Milano. ISBN: 978-88-204-1741-3. (Chapter)

Di Lascio, F.M.L. , and Roverato, A., (2013). "Wilks' dissimilarity for gene clustering: computational issues". Epidemiology Biostatistics and Public Health, 10(2), p. e8761-1--e8761-10, online first. (Paper)

Candela, G., Di Lascio, F.M.L., Giannerini, S. and Scorcu, A.E. (2013) "L'impatto dell'offerta culturale temporanea sui flussi turistici. Un'analisi empirica per le province italiane" in Percorsi creativi di turismo urbano - Beni culturali e riqualificazione nella città contemporanea a cura di Cusimano G., Mercatanti L., Porto C.M., p. 58-71. Patron, Bologna, ISBN: 9788855532433. (Chapter)

Di Lascio, F.M.L., and Giannerini, S., (2012). "Clustering microarray data: theoretical and practical issues". Communications in Statistics (Theory and Methods), 41(16-17), p. 3211-3232. (Paper)

Di Lascio, F.M.L., and Giannerini, S., (2012). "A Copula-Based Algorithm for Discovering Patterns of Dependent Observations". Journal of Classification, 29(1), p. 50-75. (Paper)

Di Lascio, F.M.L., Giannerini, S., Scorcu, A.E., and Candela, G., (2011). "Cultural tourism and temporary art exhibitions in Italy: a panel data analysis". Statistical Methods & Applications, 20(4), p. 519-542. (Paper)

Roverato, A., and Di Lascio, F.M.L., (2011). "Wilks' Lambda dissimilarity measures for gene clustering: an approach based on the identification of transcription modules". Biometrics, 67(4), p. 1236-1248. (Paper, Supplementary Materials)

Celli, F., Di Lascio, F.M.L., magnani, m., Pacelli, B., and Rossi, L. (2010) "Social Network Data and Practices: the case of Friendfeed". Advances in Social Computing, vol. 6007/2010, p. 346-353. Series: Lecture Notes in Computer Science, Springer Berlin. ISBN: 978-3-642-12078-7. DOI: 10.1007/978-3-642-12079-4_43 (Paper)

Pacella, C.M., Francica, G., Di Lascio, F.M.L., Arienti, V., et al., (2009). "Long-term Outcome of 432 Cirrhotic Patients with Early Hepatocellular Carcinoma Treated with Ultrasound-guided Percutaneous Laser Ablation: A Retrospective Analysis". Journal of Clinical Oncology, vol. 27, n. 16, p. 2615-21. (Paper)

Arienti, V., Pretolani, S., et al., Di Lascio, F.M.L., (2008). "Complications of Laser Ablation for Hepatocellular Carcinoma: A Multicenter Study". Radiology, vol. 246, n. 3, p. 946-55. Incluso nella sezione "This Month in Radiology", che enfatizza i migliori articoli pubblicati su Radiology come ricerche originali. (Paper)

Short papers

Di Lascio, F.M.L. and Pappadà, R. (2023) "Cluster analysis and conditional copula: a joint approach to analyse energy demand", in ClaDaG 2023 - Book of abstracts and short papers, p. 427-430, Eds. Coretto P., Giordano G., La Rocca M., Parrella M.L., Rampichini, C., Pearson. ISBN: 978-88-9193-563-2.

Di Lascio, F.M.L., Durante, F., and Gatto, A. (2023) "Hierarchical percentile clustering to analyse greenhouse gas emissions from agriculture in European Union", in ClaDaG 2023 - Book of abstracts and short papers, p. 431-434, Eds. Coretto P., Giordano G., La Rocca M., Parrella M.L., Rampichini, C., Pearson. ISBN: 978-88-9193-563-2.

Di Lascio, F.M.L. and Perazzini, S. (2022) "Change point detection in fruit bioimpedance using a three-way panel model", in Book of short papers - SIS2022, p. 1184-1189, Eds. A. Balzanella, M. Bini, C. Cavicchia, R. Verde. Pearson. ISBN: 978-88-9193-231-0.

Di Lascio, F.M.L., Menapace, A., and Pappadà, R. (2021) "Ali-Mikhail-Haq copula to detect low correlations in hierarchical clustering", in ClaDaG 2021 - Book of abstracts and short papers, p. 324-327, Eds. Porzio, G.C., Rampichini, C., Bocci, C., Firenze University Press. e-ISBN: 978-88-5518-340-6. DOI: 10.36253/978-88-5518-340-6.

Di Lascio, F.M.L. and Perazzini, S. (2021) "Spatial multilevel mixed effects modeling for earthquake insurance losses in New Zealand", in Book of short papers - SIS2021, p. 1357-1362, Eds. Perna, C., Salvati, N., Schirripa Spagnolo, F.. Pearson. ISBN: 9788891927361.

Di Lascio, F.M.L. and Menapace, A. (2020) "Analysing the district heating demand through different copula-based approach", in Book of Short Papers - SIS2020, p. 292-297, Eds. Pollice, A., Salvati, N., and Schirripa Spagnolo, F.. Pearson. ISBN: 9788891910776.

Di Lascio, F.M.L. and Giannerini, S. (2015) "CoImp R package: copula-based multivariate imputation", in Book of short papers - SIS2015, Statistical Conference: Statistics and Demography: the Legacy of Corrado Gini, (Treviso, Italy), p. 1-6, ISBN: 978 886787 4521.

Di Lascio, F.M.L., Giannerini, S. e Reale, A. (2014) "Imputation of complex dependent data by conditional copulas: analytic versus semiparametric approach", in Book of proceedings of the 21st International Conference on Computational Statistics (COMPSTAT 2014), p. 491-497. ISBN: 9782839913478.

Di Lascio, F.M.L. and Giannerini, S. (2013) "A copula-based approach for discovering inter-cluster dependence relationships", in ClaDaG 2013 - Book of abstracts and short papers - p. 162-165 of the volume in pdf (p. 1-4), Editors: T. Minerva, I. Morlini, F. Palumbo. ISBN: 9788867871179.

Di Lascio, F.M.L. and Roverato, A. (2010) "Comparison of correlation-based dissimilarity measures for clustering genes with DAG structure", in Proceedings of CIBB 2010 - Seventh International Meeting on Computational Intelligence methods for Bioinformatics and Biostatistics, p. 1-9, USB stick with ISBN: 978-88-95272-87-0.

Di Lascio, F.M.L. (2010). "Analyzing the Dependence Structure of Microarray Data: a Copula-based Approach". Book of short papers of PhD Theses in Statistics and Application, vol. 1, p. 53-57, Cleup, Padova. ISBN/ISSN: 978-88-6129-520-9.

Di Lascio, F.M.L. and Roverato, A. (2010) "Partial ordering of dissimilarity measures for gene clustering", in Book of short papers - SIS2010, p. 1-8, USB stick with ISBN 978-88-6129-566-7.

Roverato A., and Di Lascio F.M.L., (2009) "Clustering variables with DAG structure", Proceedings del Workshop S.Co. 2009 - Complex Data Modeling and Computationally Intensive Statistical Methods for Estimation and Prediction, p. 369-374, Editors: Paganoni, A.M., Sangalli, L.M., Secchi, P., Vantini, S., Maggioli editore. ISBN: 978-88-387-4385-1

Bianchi G., Di Lascio F.M.L., Giannerini S., Manzari A., Reale A. and Ruocco G. (2009) "Exploring copulas for the imputation of missing nonlinearly dependent data", in ClaDaG 2009 - Book of abstracts and short papers, p. 429-432, Editors: Salvatore Ingrassia and Roberto Rocci, Cleup. ISBN: 978-88-6129-406-6

Di Lascio, F.M.L., (2006). "A New Starting Point to Analyze the Nonlinear Time Series: the Nonlinear ARMA Doubly Stochastic and State Dependent Models", in Proceedings of the 5th Annual International Conference on Statistics, Mathematics and Related Fields, Honolulu, Hawaii, January 16th-18th, 2006, p. 453-470.

Monographs

Di Lascio, F.M.L., (2008). "Analyzing the Dependence Structure of Microarray Data: a Copula-Based Approach". Ph.D. dissertation. (PhD dissertation + Abstract).

Di Lascio, F.M.L., (2004). "Un nuovo approccio alla caratterizzazione dei processi stocastici lineari e non lineari". Bachelor's thesis.

Other

Di Lascio, F.M.L., and Zagoraiou, M. (2009). "Malati rari: aiutare chi fa parte di una minoranza". SisMagazine online. (Paper)

Di Lascio, F.M.L., (2008). "Bioinformatica e Statistica: l'interdisciplinarità come progresso scientifico". SisMagazine online. (Paper)

Rosenberger, W.F., and Hu, F., con la collaborazione di Di Lascio, F.M.L., et al., (2006). "Randomization for Balancing Treatment Assignments" in "Sequential Design and Analysis with Application to Clinical Trials". Quaderno dell'Istituto di Metodi Quantitativi (IMQ), Università Bocconi, Milano, Italia, n. 13, parte I, cap. 2, p. 13-25. (Quaderno)

Talks (selection)

"Imputation of complex dependent data: a copula-based approach", Conference on Innovations in Insurance, Risk- and Asset Management, KPMG Center of Excellence in Risk Management, Garching-Hochbrück, Munich, Germany, April 5th-7th, 2017.

"A conditional copula-based technique to impute complex multivariate dependent data", 13th Workshop on Stochastic Models, Statistics and Their Applications, Humboldt University of Berlin, Berlin, Germany, February 20th-24th, 2017. Invited speaker.

"A conditional copula-based imputation technique", Salzburg Workshop on Dependence Models & Copulas, Salzburg, Austria, September 19th-21st, 2016. Invited session.

"A conditional copula-based technique to impute complex dependent data", Workshop on Applied Statistics, Technische Universität Dresden, Dresden, Germany, March 10th-11th, 2016. Invited session.

"A copula-based approach for discovering inter-cluster dependence relationships", EURAC - Center for Biomedicine, Bozen-Bolzano, Italy, January 2015. Seminar.

"CoImp R package: copula-based multivariate imputation", SIS2015 Statistical Conference: Statistics and Demography: the Legacy of Corrado Gini, Treviso, Italy, September 9th-11th, 2015.

"A conditional copula-based technique to impute complex dependent data", 7th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (ERCIM 2014), University of Pisa, Italy, December 6-8th, 2014. Organized session.

"Validation method for copula-based clustering algorithm", Workshop "Clustering methods and their applications", Free University of Bozen-Bolzano, Italy, November 28th, 2014. Participation to the roundtable.

"Imputation of complex dependent data by conditional copulas: analytic versus semiparametric approach", 21st International Conference on Computational Statistics (COMPSTAT 2014), International Conference Centre Geneva, Geneva (Switzerland), August 19-22nd, 2014.

"Clustering microarray data: an approach based on copula function". Workshop "Mathematical and statistical models for genetic coding", Mannheim University of Applied Science, Institute for Applied Mathematics, Mannheim, Germany. September 26th-28th, 2013. Invited session.

"A copula-based approach for discovering inter-cluster dependence relationships". 9th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG13), University of Modena and Reggio Emilia, Italy. September 18th-20th, 2013. Invited session.

"A copula-based approach for discovering inter-cluster dependence relationships". Workshop "Copula modeling: New challenges and techniques", KPMG Center of Excellence in Risk Management, Garching-Hochbr ck, Munich, Germany. September 9th, 2013. Invited session.

"A copula-based approach for discovering inter-cluster dependence relationships". Seventh International workshop on Simulation, University of Bologna, Rimini, Italy. May 21st-25th, 2013. Specialized session.

"A Copula-Based Algorithm for Discovering Patterns of Dependent Observations". Poster session, Conference on Evolutionary Computation and Time Series - Monte Porzio Catone, Roma, Italy. June, 13rd-14th, 2011.

"Exploring copulas for the imputation of missing nonlinearly dependent data", Department of Statistical Sciences "P. Fortunati", University of Bologna, Italy. Short course (9 hours).

"Modelli per dati panel con applicazioni al campo dell'arte", Faculty of Economics, Rimini Campus Branch, University of Bologna, Italy. Faculty seminar.

"Partial ordering of dissimilarity measures for gene clustering". XLV Scientific Meeting of the Italian Statistical Society (SIS), University of Padua, Italy. June 16th-18th, 2010.

"A copula-based clustering algorithm with applications in bioinformatics". International Conference on Evolutionary Computation in Statistics. Ca' Foscari University, Venice, Italy. March 17th-19th, 2010.

"Flussi turistici e offerta culturale". Giornata di divulgazione degli assegnisti di ricerca del Polo Scientifico-Didattico di Rimini - University of Bologna, Rimini, Italy, March 23th, 2010.

"Clustering variables with DAG structure in presence of small samples", Riunione PRIN 2007: Problemi inerenti la dimensione campionaria nella ricerca clinica, Novara, Italy, October 20th, 2009.

"Clustering variables with DAG structure", VI Conference on Complex Data Modeling and Computationaly Intensive Statistical Methods for Estimation and Prediction(S.Co.09), Laboratory for Modeling and Scientific Computing MOX - Politecnico di Milan, Italy, September 14th-16th, 2009.

"Exploring copulas for the imputation of missing nonlinearly dependent data", VII Sceintific Meeting of the CLAssification and Data Analysis Group of the Italian Statistical Society Conferenza su New Techniques and Techlologies for Statistics (Cladag09), University of Catania, Italy, September 9th-11th, 2009.

"Gli indizi che motivano una ricerca" in "Flussi turistici e offerta culturale: la valutazione empirica della capacità di attrazione turistica dell'arte classica, moderna e contemporanea" con Battilani P., Candela G., Giannerini S. and Scorci A.E., Presentation at the Dept of Economics, University of Catania, Italy, June 5th, 2009.

"Exploring copulas for the imputation of missing data", Poster session, Conference on New Techniques and Techlologies for Statistics (NTTS), Brussels, February 18th-20th, 2009.

"A new copula-based clustering algorithm". XLIV Scientific Meeting of the Italian Statistical Society (SIS), University of Calabria, Campus of Arcacavata (CS), Italy, June 25th-27th, 2008.

"Comparison between K-Means and Hierarchical Clustering of Dependent and Independent Data Generated from Multivariate Gaussian Copula Function", Annual Conference of the New Zealand Statistical Association (NZSA), University of Canterbury, Christchurch, New Zealand, July 4th-6th, 2007.

"A New Starting Point to Analyze the Nonlinear Time Series: the Nonlinear ARMA Doubly Stochastic and State Dependent Models", 5a Conferenza Internazionale Annuale su Statistics, Mathematics and Related Fields, Honolulu, Hawaii, January 16th-18th, 2006.

"Un nuovo approccio alla caratterizzazione dei processi stocastici lineari e non lineari" Department of Statistical Sciences "P. Fortunati", University of Bologna, Italy. Department seminar.