Alessandro MAGRINI

Ruolo attuale:: Ricercatore Legge 240/10 a tempo determinato
SSD:: SECS-S/03 - Statistica economica
Afferenza organizzativa:: Dipartimento di Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)

Recapiti

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	alessandro.magrini(AT)unifi.it

Alessandro MAGRINI

Curriculum

Posizione corrente

[01/05/2022 – Presente] Ricercatore a Tempo Determinato (Tipologia B) in Statistica Economica (SECS-S/03), presso Dip. Statistica, Informatica, Applicazioni "G. Parenti", Università degli Studi di Firenze.

Posizioni precedenti

[Marzo 2019 – Aprile 2022] Ricercatore a Tempo Determinato (Tipologia A) in Statistica Economica (SECS-S/03), presso Dip. Statistica, Informatica, Applicazioni "G. Parenti", Università degli Studi di Firenze.
[Dicembre 2017 – Novembre 2018] Assegnista di Ricerca sul progetto: “Misure di competitività e sostenibilità di destinazioni turistiche: dati e metodi multivariati avanzati”, presso Dip. Statistica, Informatica, Applicazioni "G. Parenti", Università degli Studi di Firenze.
[Novembre 2016 – Ottobre 2017] Assistente di ricerca presso Istituto per lo Studio e la Prevenzione Oncologica (ISPRO), Firenze.
[Giugno 2015 – Maggio 2016] Assegnista di Ricerca sul progetto: “Analisi dell’impatto del sistema della ricerca in agricoltura sulla sostenibilità europea”, Dip. Scienze Agrarie, Alimentari e Agro-Ambientali, Università degli Studi di Pisa.
[Giugno 2009 – Dicembre 2010] Assistente di ricerca presso Cantina Tuscania s.r.l., Tavarnelle Val di Pesa, Firenze.

Titoli di studio

Dottorato di Ricerca in Statistica Applicata, conseguito il 27/02/2014 presso Università degli Studi di Firenze.
Laurea Specialistica in Statistica e Informatica per l’Azienda (Classe 91/S, DM 509/99), conseguita il 01/10/2008 presso Università degli Studi di Firenze.
Laurea Triennale in Statistica (Classe 37, DM 509/99), conseguita il 01/12/2005 presso Università degli Studi di Firenze.

Attività didattica

[A.A. 2018/2019 – Presente] Titolare dell’insegnamento Statistica per l’Economia e l’Impresa, Corso di Laurea Triennale in Statistica, Università degli Studi di Firenze.
[A.A. 2021/2022 – Presente] Titolare dell’insegnamento Statistical Methods for Forecasting and Quantitative Marketing, Corso di Laurea Magistrale in Statistica e Data Science, Università degli Studi di Firenze.
[A.A. 2020/2021 – Presente] Docente a contratto di Time Series Analysis, Master di II livello in Data Science and Statistical Learning, Università degli Studi di Firenze.
[A.A. 2017/2018 – Presente] Docente a contratto di Data Mining III, Master di I livello in Big Data Analytics and Technologies for Management, Università degli Studi di Firenze.
[A.A. 2018/2019] Titolare dell’insegnamento Economic Statistics for Tourism, Corso di Laurea Magistrale in Design of Sustainable Tourism System, Università degli Studi di Firenze.
[A.A. 2018/2019] Docente a contratto di Statistics for the Social Sciences, Corso di Laurea Magistrale in International Relations, Università degli Studi di Bologna.
[A.A. 2018/2019 – 2019/2020] Docente a contratto di Advanced Statistics I, Corso di Dottorato in Political and Social Sciences, Università degli Studi di Bologna.
[A.A. 2016/2017 – 2017/2018] Docente a contratto di Statistica, Corso di Laurea Triennale in Economia e Legislazione dei Sistemi Logistici, Università degli Studi di Pisa.

Progetti di ricerca

[Dicembre 2022 – Novembre 2025] Partecipante al progetto NextGenerationEU – PNRR “Intervento per la creazione e il rafforzamento di ecosistemi dell’innovazione: Tuscany Health System (THE)”.
[Giugno 2022 – Maggio 2025] Partecipante al progetto PRIN 2020 “High-dimensional time series for structural macroeconomic analysis in times of pandemic”.
[Settembre 2020 – Ottobre 2022] Responsabile del progetto “Impact assessment of agricultural research expenditure: a structural causal approach with application to Europe”, finanziato nell’ambito del bando competitivo con revisione tra pari “Finanziamento di Progetti di Ricerca per Ricercatori del Dipartimento di Eccellenza”, emesso dal Dip. Statistica, Informatica, Applicazioni "G. Parenti", Università degli Studi di Firenze.
[Aprile 2018 – Novembre 2018] Partecipante al progetto FAS Salute 2016 “Tumore del colon-retto: caratterizzazione funzionale/metabolica del microbiota e ruolo dei probiotici nella modulazione della risposta immune specifica”.
[Novembre 2016 – Ottobre 2017] Partecipante al progetto FAS Salute 2014 “Molecular epidemiology of male breast cancer in Tuscany: Genetic alterations and environmental factors”.
[Giugno 2015 – Ottobre 2016] Partecipante al progetto EU–FP7 “ImpResA: impact of research on European agriculture”.

Alessandro MAGRINI

Interessi

Stima dell'impatto economico, ambientale e sociale della spesa in R&S per l'agricoltura.
Sviluppo di misure di efficienza ambientale e sostenibilità per sistemi produttivi agricoli.
Modelli statistici per la valutazione della competitività e della sotenibilità di destinazioni turistiche.
Modelli statistici per la previsione del rischio di insolvenza aziendale.
Sviluppi teorici sui modelli a ritardi distribuiti.

Alessandro MAGRINI

Pubblicazioni

Legenda

Contributo su rivista |

Articolo su libro |

Libro |

Contributo in atti di convegno (proceeding) |

Brevetto |

Curatela | Altro

Altro |

Tesi di Dottorato

Pievatolo, Antonio; Magrini, Alessandro; Meccariello, Giovanni; Cristaldi, Loredana; Patrizi, Gabriele; Nikiforova, Nedka D. (2023). Experimental Design and Maintenance: Towards a Decision-Making Approach Driven by Degradation Models, with Application to Lithium-Ion Batteries. In: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), IEEE, pp. 395-400, ISBN:979-8-3503-0080-2 DOI

Delladio, Silvia; Caputo, Andrea; Magrini, Alessandro; Pellegrini, Massimiliano Matteo (2023). Italian entrepreneurial decision-making under lockdown: the path to resilience. MANAGEMENT DECISION, vol. 61, pp. 272-294, ISSN:0025-1747 DOI

Rossella Berni; Luciano Cantone; Alessandro Magrini; Nedka Dechkova Nikiforova (2023). A procedure for optimal designs and modeling in technological processes: a case-study on freight trains. In: MSMM 2023 Mathematical and Statistical Methods for Metrology, INRiM, pp. 1-2.

Deias, Anna; Magrini, Alessandro (2023). The impact of equity funding dynamics on venture success: An empirical analysis based on Crunchbase data. ECONOMIES, vol. 11, pp. 19-33, ISSN:2227-7099 DOI

Marzi, Giacomo; Balzano, Marco; Egidi, Leonardo; Magrini, Alessandro (2023). CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research. MULTIVARIATE BEHAVIORAL RESEARCH, pp. 0-0, ISSN:0027-3171 DOI

Grassini, Laura; Magrini, Alessandro; Conti, Enrico (2023). Formative-reflective scheme for the assessment of tourism destination competitiveness: an analysis of Italian municipalities. QUALITY & QUANTITY, vol. 57, pp. 3523-3548, ISSN:0033-5177 DOI

Magrini, Alessandro (2022). Assessment of agricultural sustainability in European Union countries: A group-based multivariate trajectory approach. ASTA ADVANCES IN STATISTICAL ANALYSIS, vol. 106, pp. 673-703, ISSN:1863-8171 DOI

Magrini, Alessandro (2022). A hill climbing algorithm for maximum likelihood estimation of the Gamma distributed-lag model with multiple explanatory variables. AUSTRIAN JOURNAL OF STATISTICS, vol. 51, pp. 40-56, ISSN:1026-597X DOI

Berni, Rossella; Cantone, Luciano; Magrini, Alessandro; Nikiforova, Nedka Dechkova (2022). Hierarchical optimal designs and modeling for engineering: A case-study in the rail sector. APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, vol. 38, pp. 1061-1078, ISSN:1526-4025 DOI Accesso ONLINE all'editore

Magrini, Alessandro; Giambona, Francesca (2022). A composite indicator to assess sustainability of agriculture in European Union countries. SOCIAL INDICATORS RESEARCH, vol. 163, pp. 1003-1036, ISSN:1573-0921 DOI

Ciampi, Francesco; Demi, Stefano; Magrini, Alessandro; Marzi, Giacomo; Papa, Armando (2021). Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation. JOURNAL OF BUSINESS RESEARCH, vol. 123, pp. 1-13, ISSN:0148-2963 DOI

Magrini, Alessandro (2021). Assessment of agricultural productivity change at country level: A stochastic frontier approach. In: ASA 2021 Statistics and Information Systems for Policy Evaluation, Bertaccini, B.; Fabbris, L.; Petrucci, A., pp. 197-202, ISBN:978-88-5518-461-8 DOI

Luciani, Davide; Magrini, Alessandro; Berzuini, Carlo; Gavazzi, Antonello; Canova, Paolo; Barbui, Tiziano; Bertolini, Guido (2021). Finding the needle by modelling the haystack: Pulmonary embolism in an emergency patient with cardiorespiratory manifestations. EXPERT SYSTEMS WITH APPLICATIONS, vol. 189, pp. 1-14, ISSN:0957-4174 DOI

Magrini, Alessandro (2021). Mediation analysis in recursive systems of distributed-lag linear regressions. QUALITY & QUANTITY, vol. 56, pp. 1535-1555, ISSN:0033-5177 DOI

Stefanini, Federico Mattia; Magrini, Alessandro (2021). Sample size determination to estimate mediation effects in cell transformation assays: A Bayesian causal model. APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, vol. 37, pp. 973-989, ISSN:1524-1904 DOI

Magrini, Alessandro (2021). Efficient decomposition of Bayesian networks with non-graded variables. INTERNATIONAL JOURNAL OF STATISTICS AND PROBABILITY, vol. 10, pp. 52-67, ISSN:1927-7032 DOI

Magrini, Alessandro (2021). A stochastic frontier model to assess agricultural eco-efficiency of European countries in 1990-2019. INTERNATIONAL JOURNAL OF STATISTICS AND PROBABILITY, vol. 10, pp. 138-156, ISSN:1927-7032 DOI

Magrini, Alessandro; Giambona, Francesca (2021). A composite indicator to assess sustainability of agriculture in European Union countries. In: SIS 2021 - 50th Scientific meeting of the Italian Statistical Society, Pearson, pp. 1063-1068, ISBN:978-88-919-2736-1

Magrini, Alessandro (2021). The impact of public research expenditure on agricultural productivity: Evidence from developed European countries. In: ASA 2021 Statistics and Information Systems for Policy Evaluation, Firenze University Press, vol. 127, pp. 55-60, ISBN:978-88-5518-304-8 DOI

Magrini, Alessandro (2020). Multiple outcome analysis of European agriculture in 2000-2016: A latent class multivariate trajectory approach. In: 50th Scientific Meeting of the Italian Statistical Society (SIS 2020), Pearson, pp. 975-980, ISBN:978-88-919-1023-3

Crowcroft, Jon; Di Francesco Maesa, Damiano; Magrini, Alessandro; Marino, Andrea; Ricci, Laura (2020). Leveraging the users graph and trustful transactions for the analysis of Bitcoin price. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, vol. 8, pp. 1338-1352, ISSN:2327-4697 DOI

Magrini, Alessandro; Bartolini, Fabio; Coli, Alessandra; Pacini, Barbara (2019). A structural equation model to assess the impact of agricultural research expenditure on multiple dimensions. QUALITY AND QUANTITY, vol. 53, pp. 2063-2080, ISSN:1573-7845 DOI

Pagliai, Giuditta; Russo, Edda; Niccolai, Elena; Dinu, Monica; Di Pilato, Vincenzo; Magrini, Alessandro; Bartolucci, Gianluca; Baldi, Simone; Menicatti, Marta; Giusti, Betti; Marcucci, Rossella; Rossolini, Gian Maria; Casini, Alessandro; Sofi, Francesco; Amedei, Amedeo (2019). Influence of a 3-month low-calorie Mediterranean diet compared to the vegetarian diet on human gut microbiota and SCFA: The CARDIVEG study. EUROPEAN JOURNAL OF NUTRITION, vol. 59, pp. 2011-2024, ISSN:1436-6207 DOI

Magrini, Alessandro (2019). A family of theory-based parametric lag shapes for distributed-lag linear regression. STATISTICA APPLICATA, vol. 31, pp. 331-344, ISSN:1125-1964 DOI

Magrini, Alessandro; Grassini, Laura (2019). The determinants of tourism destination competitiveness in 2006-2016: A partial least squares path modelling approach. STATISTICA APPLICATA, vol. 31/2, pp. 251-269, ISSN:1125-1964 DOI

Magrini, Alessandro (2019). Distributed-lag linear structural equation models in R: The dlsem package. AUSTRIAN JOURNAL OF STATISTICS, vol. 48, pp. 14-42, ISSN:1026-597X DOI

Magrini, Alessandro (2019). Nowcasting foreign tourist arrivals using Google Trends: An application to the city of Florence, Italy. In: Smart Statistics for Smart Applications (SIS 2019), Pearson, pp. 947-952, ISBN:978-88-919-1510-8

Giambona, Francesca; Dreassi, Emanuela; Magrini, Alessandro (2018). Tourism attractiveness in Italy: Some empirical evidence comparing origin-destination flows. In: 49th scientific meeting of the Italian Statistical Society (SIS 2018), Pearson, pp. 757-764, ISBN:978-88-919-1023-3

Magrini, Alessandro (2018). Linear Markovian models for lag exposure assessment. BIOMETRICAL LETTERS, vol. 55, pp. 179-195, ISSN:1896-3811 DOI

Magrini, Alessandro; Luciani, Davide; Stefanini, Federico Mattia (2018). Generalized Beta regression to elicit conditional distributions of medical variables. AUSTRIAN JOURNAL OF STATISTICS, vol. 47, pp. 20-38, ISSN:1026-597X DOI

Magrini, Alessandro; Luciani, Davide; Stefanini, Federico M. (2018). A probabilistic network for the diagnosis of acute cardiopulmonary diseases. BIOMETRICAL JOURNAL, vol. 60, pp. 174-195, ISSN:0323-3847 DOI

Magrini, Alessandro; Grassini, Laura (2018). The determinants of tourism destination competitiveness in 2006–2016: A partial least square path modelling approach. In: 49th scientific meeting of the Italian Statistical Society (SIS 2018), Pearson, pp. 1545-1550, ISBN:978-88-919-1023-3

Zanna, Ines; Silvestri, Valentina; Palli, Domenico*; Magrini, Alessandro; Rizzolo, Piera; Saieva, Calogero; Zelli, Veronica; Bendinelli, Benedetta; Vezzosi, Vania; Valentini, Virginia; Bianchi, Simonetta; Ottini, Laura; Masala, Giovanna (2018). Smoking and FGFR2 rs2981582 variant independently modulate male breast cancer survival: A population-based study in Tuscany, Italy. THE BREAST, vol. 40, pp. 85-91, ISSN:0960-9776 DOI

Magrini, Alessandro; Di Blasi, Stefano; Stefanini, Federico Mattia (2017). A conditional linear Gaussian network to assess the impact of several agronomic settings on the quality of Tuscan Sangiovese grapes. BIOMETRICAL LETTERS, vol. 54, pp. 25-42, ISSN:1896-3811 DOI

Coli, Alessandra; Bartolini, Fabio; Magrini, Alessandro; Pacini, Barbara; Porciani, Linda (2016). Assessing the impact of agricultural research: Data requirements and quality of current statistics in Europe. In: VII International conference on Agricultural Statistics, Rome 26-28 October 2016., ISTAT & FAO, pp. 1867-1874. DOI Accesso ONLINE all'editore

Magrini, Alessandro; Pantani, Ottorino Luca; Biondi Bartolini, Alessandra; Stefanini, Federico Mattia (2016). On prefermentative maceration techniques: Statistical analysis of sensory descriptors in Sangiovese wine. BIOMETRICAL LETTERS, vol. 53, pp. 1-20, ISSN:1896-3811 DOI

Magrini, Alessandro; Bartolini, Fabio; Coli, Alessandra; Pacini, Barbara (2016). Distributed-lag structural equation modelling: An application to impact assessment of research activity on European agriculture. In: 48th scientific meeting of the Italian Statistical Society (SIS 2016), Società Italiana di Statistica, pp. 0-0, ISBN:9788861970618

Bartolini, Fabio; Brunori, Gianluca; Coli, Alessandra; Landi, Chiara; Magrini, Alessandro; Pacini, Barbara (2015). Relazioni tra obiettivi e quantificazione degli outcome della ricerca europea in agricoltura. AGRIREGIONIEUROPA, vol. 42, pp. 17-19, ISSN:1828-5880 Accesso ONLINE all'editore

Alessandro Magrini (2014). A Bayesian network for the diagnosis of cardiopulmonary diseases: Learning from medical experts and clinical data. (Tutor: Federico Mattia Stefanini)

Alessandro MAGRINI

Insegnamenti relativi all'Anno Accademico

- - -

Alessandro MAGRINI

Curriculum

Current position

[May 2022 – Present] Researcher (Tenure Track) in Economic Statistics at Dep. Statistics, Computer Science, Applications, University of Florence, Italy.

Previous positions

[March 2019 – April 2022] Researcher (Fixed Term) in Economic Statistics at Dep. Statistics, Computer Science, Applications, University of Florence, Italy.
[Dec 2017 – February 2019] Research fellow at Dep. Statistics, Computer Science, Applications, University of Florence, Italy.
[Nov 2016 – Oct 2017] Research fellow at Institute for the Study and Prevention of Cancer (ISPRO), Florence, Italy.
[Jun 2015 – Oct 2016] Research fellow at Dep. Agricultural, Food and Agri-Environmental Sciences, University of Pisa, Italy.
[Jun 2009 – Dec 2010] Research assistant at Cantina Tuscania s.r.l., Tavarnelle Val di Pesa, Florence, Italy.

Education

PhD Degree in Applied Statistics, achieved on 27 February 2014 at University of Florence, Italy.
Master’s Degree in Data Science for Business, achieved on 01 October 2008 at University of Florence, Italy.
Bachelor’s Degree in Statistics, achieved on 01 December 2005 at University of Florence, Italy.

Teaching activity

[A.Y. 2018/2019 – Present] Responsible for the teaching Business and Economic Statistics, Bachelor’s Degree Course in Statistics, University of Florence, Italy.
[A.Y. 2021/2022 – Present] Responsible for the teaching Statistical Methods for Forecasting and Quantitative Marketing, Master’s Degree Course in Statistics and Data Science, University of Florence, Italy.
[A.Y. 2020/2021 – Present] Lecturer in Time Series Analysis, II Level Master in Data Science and Statistical Learning, University of Florence, Italy.
[A.Y. 2017/2018 – Present] Lecturer in Data Mining III, I Level Master in Big Data Analytics and Technologies for Management, University of Florence, Italy.
[A.A. 2018/2019] Responsible for the teaching Economic Statistics for Tourism, Master's Degree Course in Design of Sustainable Tourism System, University of Florence, Italy.
[A.A. 2018/2019] Lecturer in Statistics for the Social Sciences, Master's Degree Course in International Relations, University of Bologna, Italy.
[A.A. 2018/2019 – 2019/2020] Lecturer in Advanced Statistics I, PhD Course in Political and Social Sciences, University of Bologna, Italy.
[A.A. 2016/2017 – 2017/2018] Lecturer in Statistics, Bachelor’s Degree Course in Economics and Legislation of Logistic Systems, University of Pisa, Italy.

Research projects

[December 2022 – November 2025] Participant to the project “Intervention for creation and strengthening of innovation ecosystems: Tuscany Health System (THE)”, as part of NextGenerationEU – PNRR funds, Italy.
[June 2022 – May 2025] Participant to the project “High-dimensional time series for structural macroeconomic analysis in times of pandemic”, as part of PRIN 2020 ministerial funds, Italy.
[Sep 2020 – Dec 2022] Principal investigator of the project “Impact assessment of agricultural research expenditure: a structural causal approach with application to Europe”, as part of “Dipartimenti Eccellenti 2018–2022” ministerial funds, Italy.
[Apr 2018 – Nov 2018] Participant to the project “Colorectal cancer: Functional/metabolic characterization of microbiota and role of probiotics in the modulation of specific immune response”, as part of FAS Health 2016 funds, Tuscany Regional Health Care System, Italy.
[Nov 2016 – Oct 2017] Participant to the project “Molecular epidemiology of male breast cancer in Tuscany: Genetic alterations and environmental factors”, as part of FAS Health 2014 funds, Tuscany Regional Health Care System, Italy.
[Jun 2015 – Oct 2016] Participant to the project EU-FP7 “ImpResA: impact of research on European agriculture”.

Alessandro MAGRINI

Interest

Estimation of the economic, environmental and social impact of agricultural R&D expenditure.
Development of environmental efficiency and sustainability measures for agricultural production systems.
Statistical models for the assessment of competitiveness and sustainability of tourism destinations.
Statistical models for bankruptcy risk prediction.
Theoretical developments on distributed-lag models.

Alessandro MAGRINI

Alessandro MAGRINI

Alessandro MAGRINI

Alessandro MAGRINI

Alessandro MAGRINI

Insegnamenti relativi all'Anno Accademico 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020 2018-2019

Alessandro MAGRINI

Alessandro MAGRINI

Insegnamenti relativi all'Anno Accademico