Bucci Andrea
Andrea Bucci
Ricercatore T.D. (ECON-05/A)
- Contatti
-
- E-mail andrea.bucci@unimc.it
Dipartimento di Economia e Diritto
Dr. Andrea Bucci studied Economics at the Marche Polytechnic University. After obtaining his doctoral degree in Economics in 2017 from the Marche Polytechnic University, he has been Research Fellow in Econometrics and Medical Statistics. Between 2020 and 2022, he was Assistant Professor in Statistics at the University of Chieti-Pescara. Since December 2022, he is Assistant Professor in Econometrics at the University of Macerata.
His main research interests are at the junction between econometrics, data science, finance, health economics and computational statistics. Most of his works involves the use of the R software and he published two packages for nonlinear time series modelling.
-
2025
Golinelli, Davide, Rosa, Simona, Rucci, Paola, Sanmarchi, Francesco, Tedesco, Dario, Biagetti, Carlo, Gili, Alessio, Bucci, Andrea, Romeo, Luca, Grilli, Roberto,
ML-predicted surgical site infections: An epidemiological study utilizing machine learning on routinely collected healthcare data to predict infection risk
in SMART HEALTH; 37; Amsterdam,
Elsevier B.V.;
pp. 1
- 10
(ISSN: 2352-6483)
[» web resource]
01.01 Articolo in Rivista » scheda U-PAD -
2024
Golinelli, Davide, Sanmarchi, Francesco, Toscano, Fabrizio, Bucci, Andrea, Nante, Nicola,
Analyzing the 20-year declining trend of hospital length-of-stay in European countries with different healthcare systems and reimbursement models
in INTERNATIONAL JOURNAL OF HEALTH ECONOMICS AND MANAGEMENT; 24; New York,
Springer;
pp. 375
- 392
(ISSN: 2199-9023)
01.01 Articolo in Rivista » scheda U-PAD -
2024
Bucci, Andrea,
A Smooth Transition Autoregressive Model for Matrix-Variate Time Series
in COMPUTATIONAL ECONOMICS; 1; VAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS,
SPRINGER;
pp. 1
- 30
(ISSN: 0927-7099)
01.01 Articolo in Rivista » scheda U-PAD -
2024
Bucci, A., Sanmarchi, F., Santi, L., Golinelli, D.,
Evaluating the nonlinear association between PM10 and emergency department visits
in SOCIO-ECONOMIC PLANNING SCIENCES; 93; New York,
Elsevier Ltd;
pp. 1
- 8
(ISSN: 0038-0121)
01.01 Articolo in Rivista » scheda U-PAD -
2024
Sanmarchi, Francesco, Bucci, Andrea, Nuzzolese, Andrea Giovanni, Carullo, Gherardo, Toscano, Fabrizio, Nante, Nicola, Golinelli, Davide,
A step-by-step researcher's guide to the use of an AI-based transformer in epidemiology: an exploratory analysis of ChatGPT using the STROBE checklist for observational studies
in JOURNAL OF PUBLIC HEALTH; 32; TIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY,
Springer Nature;
pp. 1761
- 1796
(ISSN: 2198-1833)
[» web resource]
01.01 Articolo in Rivista » scheda U-PAD -
2023
Bucci, A.,
BOOK OF SHORT PAPERS: IES 2023
Chieti,
Edizioni Il Viandante;
pp. 1
- 758
(ISBN: 9788894593365)
[» web resource]
06.01 Curatele » scheda U-PAD -
2023
Bucci, A, Ippoliti, L, Valentini, P,
Analysing spatiotemporal patterns of Covid-19 confirmed deaths at the NUTS-2 regional level
in REGIONAL STATISTICS; 13.2; KELETI KAROLY STR 57, BUDAPEST, H-1024, HUNGARY,
HUNGARIAN CENTRAL STATISTICAL OFFICE;
pp. 214
- 239
(ISSN: 2063-9538)
01.01 Articolo in Rivista » scheda U-PAD -
2023
Bucci, Andrea, He, Lidan, Liu, Zhi,
Combining dimensionality reduction methods with neural networks for realized volatility forecasting
in ANNALS OF OPERATIONS RESEARCH; 1; Zurich,
Springer;
pp. 1
- 29
(ISSN: 1572-9338)
[» web resource]
01.01 Articolo in Rivista » scheda U-PAD -
2023
Faragalli, Andrea, Skrami, Edlira, Bucci, Andrea, Gesuita, Rosaria, Cameriere, Roberto, Carle, Flavia, Ferrante, Luigi,
Combining Bayesian Calibration and Copula Models for Age Estimation
in INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH; 20; Basel,
MDPI;
pp. 1201
- 1213
(ISSN: 1660-4601)
01.01 Articolo in Rivista » scheda U-PAD -
2023
He, Ld, Liu, Q, Liu, Z, Bucci, A,
Correcting spot power variation estimator via Edgeworth expansion
in METRIKA; 1; TIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY,
SPRINGER HEIDELBERG;
pp. 1
- 25
(ISSN: 0026-1335)
01.01 Articolo in Rivista » scheda U-PAD -
2023
Ciciretti, V, Bucci, A,
Building optimal regime-switching portfolios
in THE NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE; 64; STE 800, 230 PARK AVE, NEW YORK, NY 10169 USA,
ELSEVIER SCIENCE INC;
pp. 1
- 12
(ISSN: 1062-9408)
[» web resource]
01.01 Articolo in Rivista » scheda U-PAD -
2023
Golinelli, D, Sanmarchi, F, Toscano, F, Bucci, A, Nante, N,
20 years of declining hospital length-of-stay in different European healthcare models and systems
in EUROPEAN JOURNAL OF PUBLIC HEALTH; 33;
pp. 1
- 1
(ISSN: 1101-1262)
01.05 Abstract in rivista » scheda U-PAD -
2023
Ciciretti, V, Bucci, A,
Building optimal regime-switching portfolios
in THE NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE; 64; STE 800, 230 PARK AVE, NEW YORK, NY 10169 USA,
ELSEVIER SCIENCE INC;
pp. 1
- 12
(ISSN: 1062-9408)
01.01 Articolo in Rivista » scheda U-PAD -
2023
Bucci, A., Palomba, G., Rossi, E.,
The role of uncertainty in forecasting volatility comovements across stock markets
in ECONOMIC MODELLING; 125; Amsterdam,
Elsevier;
pp. 106309
- 106328
(ISSN: 0264-9993)
[» web resource]
01.01 Articolo in Rivista » scheda U-PAD -
2022
Golinelli, Davide, Sanmarchi, Francesco, Maietti, Elisa, Toscano, Fabrizio, Bucci, Andrea,
Editorial: Patterns of all-cause and cause-specific mortality during the SARS-CoV-2 pandemic: The impact of health policies and interventions
in FRONTIERS IN PUBLIC HEALTH; 10; Zurich,
Frontiers Media;
pp. 1
- 3
(ISSN: 2296-2565)
01.01 Articolo in Rivista » scheda U-PAD -
2022
Bucci, Andrea, Ciciretti, Vito,
Market regime detection via realized covariances
in ECONOMIC MODELLING; 111; RADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS,
ELSEVIER;
pp. 1
- 15
(ISSN: 0264-9993)
01.01 Articolo in Rivista » scheda U-PAD -
2022
Bucci, Andrea, Palomba, Giulio, Rossi, Eduardo,
starvars: An R Package for Analysing Nonlinearities in Multivariate Time Series
in THE R JOURNAL; 14; Vienna,
The R Foundation;
pp. 208
- 226
(ISSN: 2073-4859)
01.01 Articolo in Rivista » scheda U-PAD -
2022
Bucci, A, Ippoliti, L, Valentini, P,
Comparing unconstrained parametrization methods for return covariance matrix prediction
in STATISTICS AND COMPUTING; 32; VAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS,
SPRINGER;
pp. 1
- 20
(ISSN: 0960-3174)
01.01 Articolo in Rivista » scheda U-PAD -
2022
Bucci, A, Ippoliti, L, Valentini, P, Fontanella, S,
Clustering spatio-temporal series of confirmed COVID-19 deaths in Europe
in SPATIAL STATISTICS; 49; THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, OXON, ENGLAND,
ELSEVIER SCI LTD;
pp. 1
- 16
(ISSN: 2211-6753)
01.01 Articolo in Rivista » scheda U-PAD -
2021
Pinchi, Vilma, Bianchi, Ilenia, Pradella, Francesco, Vitale, Giulia, Focardi, Martina, Tonni, Ingrid, Ferrante, Luigi, Bucci, Andrea,
Dental age estimation in children affected by juvenile rheumatoid arthritis
in INTERNATIONAL JOURNAL OF LEGAL MEDICINE; 135; ONE NEW YORK PLAZA, SUITE 4600, NEW YORK, NY, UNITED STATES,
SPRINGER;
pp. 619
- 629
(ISSN: 0937-9827)
01.01 Articolo in Rivista » scheda U-PAD -
2021
Proli, Francesco, Faragalli, Andrea, Talbotec, Cécile, Bucci, Andrea, Zemrani, Boutaina, Chardot, Christophe, Abi Nader, Elie, Goulet, Olivier, Lambe, Cécile,
Variation of plasma citrulline as a predictive factor for weaning off long-term parenteral nutrition in children with neonatal short bowel syndrome
in CLINICAL NUTRITION; 40; JOURNAL PRODUCTION DEPT, ROBERT STEVENSON HOUSE, 1-3 BAXTERS PLACE, LEITH WALK, EDINBURGH EH1 3AF, MIDLOTHIAN, SCOTLAND,
CHURCHILL LIVINGSTONE;
pp. 4941
- 4947
(ISSN: 0261-5614)
01.01 Articolo in Rivista » scheda U-PAD -
2021
Golinelli, D, Bucci, A, Boetto, E, Maietti, E, Toscano, F, Fantini, M P,
Gender differences and multiple determinants of perceived physical and mental health in Italy
in ANNALI DI IGIENE MEDICINA PREVENTIVA E DI COMUNITÀ; 33; VIA G B MORGAGNI, 1, ROME, 00000, ITALY,
società editrice universo;
pp. 456
- 473
(ISSN: 1120-9135)
01.01 Articolo in Rivista » scheda U-PAD -
2021
Farinelli, L, Baldini, M, Bucci, A, Ulisse, S, Carle, F, Gigante, A,
Axial and rotational alignment of lower limb in a Caucasian aged non-arthritic cohort
in EUROPEAN JOURNAL OF ORTHOPAEDIC SURGERY & TRAUMATOLOGY; 31; CAMPUS, 4 CRINAN ST, LONDON, N1 9XW, ENGLAND,
SPRINGERNATURE;
pp. 221
- 228
(ISSN: 1432-1068)
01.01 Articolo in Rivista » scheda U-PAD -
2021
Sanmarchi, Francesco, Toscano, Fabrizio, Fattorini, Mattia, Bucci, Andrea, Golinelli, Davide,
Distributed Solutions for a Reliable Data-Driven Transformation of Healthcare Management and Research
in FRONTIERS IN PUBLIC HEALTH; 9; AVENUE DU TRIBUNAL FEDERAL 34, LAUSANNE, CH-1015, SWITZERLAND,
FRONTIERS MEDIA SA;
pp. 1
- 4
(ISSN: 2296-2565)
01.01 Articolo in Rivista » scheda U-PAD -
2021
Valentini, P., Ippoliti, L., Bucci, A.,
A time varying parameter regression model to investigate the relationship between intensive care occupancies and confirmed COVID-19 deaths in European NUTS-2 Regions
in Proceedings of the GRASPA 2021 Conference Rome, 07-09 June 2021;
(ISBN: 979-12-200-8496-3)
04.01 Contributo in atti di convegno » scheda U-PAD -
2021
Sanmarchi, Francesco, Esposito, Francesco, Bucci, Andrea, Toscano, Fabrizio, Golinelli, Davide,
Association between Economic Growth, Mortality, and Healthcare Spending in 31 High-Income Countries
in FORUM FOR HEALTH ECONOMICS & POLICY; 24; Berlin,
De Gruyter;
pp. 101
- 118
(ISSN: 1558-9544)
01.01 Articolo in Rivista » scheda U-PAD -
2020
Golinelli, Davide, Bucci, Andrea, Adja, Kadjo Yves Cedric, Toscano, Fabrizio,
Comment on: "The Italian NHS: What Lessons to Draw from COVID-19?"
in APPLIED HEALTH ECONOMICS AND HEALTH POLICY; 18; GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND,
SPRINGER INT PUBL AG;
pp. 739
- 741
(ISSN: 1175-5652)
01.01 Articolo in Rivista » scheda U-PAD -
2020
Bucci, Andrea,
Realized Volatility Forecasting with Neural Networks
in JOURNAL OF FINANCIAL ECONOMETRICS; 18; GREAT CLARENDON ST, OXFORD OX2 6DP, ENGLAND,
OXFORD UNIV PRESS;
pp. 502
- 531
(ISSN: 1479-8409)
01.01 Articolo in Rivista » scheda U-PAD -
2020
Bucci, Andrea,
Cholesky-ANN models for predicting multivariate realized volatility
in JOURNAL OF FORECASTING; 39; 111 RIVER ST, HOBOKEN 07030-5774, NJ USA,
WILEY;
pp. 865
- 876
(ISSN: 0277-6693)
01.01 Articolo in Rivista » scheda U-PAD -
2019
Azzolina, D, Baldi, I, Barbati, G, Berchialla, P, Bottigliengo, D, Bucci, A, Calza, S, Dolce, P, Edefonti, V, Faragalli, A, Fiorito, G, Gandin, I, Giudici, F, Gregori, D, Gregorio, C, Ieva, F, Lanera, C, Lorenzoni, G, Marchioni, M, Milanese, A, Ricotti, A, Sciannameo, V, Solinas, G, Vezzoli, M,
Machine learning in clinical and epidemiological research: isn't it time for biostatisticians to work on it?
in EPIDEMIOLOGY BIOSTATISTICS AND PUBLIC HEALTH; 16.4; VIA A FAVA 25, MILAN, 20125, ITALY,
PREX SPA;
pp. 1
- 3
(ISSN: 2282-2305)
01.01 Articolo in Rivista » scheda U-PAD -
2019
Bucci, A., Faragalli, A., Skrami, E., Dajko, M., Carle, F., Ferrante, L.,
Estimating Segmented Regression in Gretl
in GRETL 2019 : Proceedings of the International Conference on the Gnu Regression, Econometrics and Time Series Library : Naples, 13-14 June 2019; Napoli,
Federico II University Press;
pp. 17
- 22
(ISBN: 978-88-6887-057-7)
04.01 Contributo in atti di convegno » scheda U-PAD -
2019
Bucci, Andrea, Skrami, Edlira, Faragalli, Andrea, Gesuita, Rosaria, Cameriere, Roberto, Carle, Flavia, Ferrante, Luigi,
Segmented Bayesian calibration approach for estimating age in forensic science
in BIOMETRICAL JOURNAL; 61; 111 RIVER ST, HOBOKEN 07030-5774, NJ USA,
WILEY;
pp. 1575
- 1594
(ISSN: 0323-3847)
01.01 Articolo in Rivista » scheda U-PAD -
2018
Golinelli, D., Toscano, F., Bucci, A., Carullo, G.,
Transferring Health Big Data within the European Legal Framework: What Role for National Healthcare Services?
in JOURNAL OF LAW AND MEDICINE; 26; Pyrmont,
Thomson Reuters Australia;
pp. 488
- 493
(ISSN: 1320-159X)
01.01 Articolo in Rivista » scheda U-PAD -
2018
Golinelli, Davide, Bucci, Andrea, Toscano, Fabrizio, Filicori, Filippo, Fantini, Maria Pia,
Real and predicted mortality under health spending constraints in Italy: a time trend analysis through artificial neural networks
in BMC HEALTH SERVICES RESEARCH; 18; CAMPUS, 4 CRINAN ST, LONDON N1 9XW, ENGLAND,
BMC;
pp. 671
- 680
(ISSN: 1472-6963)
01.01 Articolo in Rivista » scheda U-PAD -
2017
Bucci, A.,
Forecasting Realized Volatility: A Review
in JOURNAL OF ADVANCED STUDIES IN FINANCE; 6; Craiova,
ASERS Publishing;
pp. 94
- 138
(ISSN: 2068-8393)
01.01 Articolo in Rivista » scheda U-PAD -
2017
Golinelli, Davide, Toscano, Fabrizio, Bucci, Andrea, Lenzi, Jacopo, Fantini, Maria Pia, Nante, Nicola, Messina, Gabriele,
Health Expenditure and All-Cause Mortality in the 'Galaxy' of Italian Regional Healthcare Systems: A 15-Year Panel Data Analysis
in APPLIED HEALTH ECONOMICS AND HEALTH POLICY; 15; GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND,
SPRINGER INTERNATIONAL PUBLISHING AG;
pp. 773
- 783
(ISSN: 1175-5652)
01.01 Articolo in Rivista » scheda U-PAD
-
2025/2026
Insegnamento Classe Mutuazione Calendario ANALISI DEI DATI TEMPORALI E SPAZIALI Dipartimento di Economia e diritto
L-41 R, L-41(m) ECONOMETRIA PER LA FINANZA Dipartimento di Economia e diritto
LM-16 R ECONOMETRICS FOR IMPACT EVALUATION Dipartimento di Economia e diritto
LM-16 R, LM-77 R(m) -
Econometrics for impact evalutation
Classe: LM-77 R
INTRODUZIONE ALL'ECONOMETRIA Dipartimento di Economia e diritto
L-41 R, L-33(m), L-41(m) -
Econometria per l'analisi territoriale
Classe: L-33
-
-
2024/2025
Insegnamento Classe Mutuazione Calendario ANALISI DEI DATI TEMPORALI E SPAZIALI Dipartimento di Economia e diritto
L-41 CALCOLO DELLE PROBABILITA E INFERENZA STATISTICA Dipartimento di Economia e diritto
L-41 ECONOMETRIA PER LA FINANZA Dipartimento di Economia e diritto
LM-16 INTRODUZIONE ALL'ECONOMETRIA Dipartimento di Economia e diritto
L-41, L-33(m) -
Econometria per l'analisi territoriale
Classe: L-33
-
-
2023/2024
-
2022/2023
Insegnamento Classe Mutuazione Calendario ECONOMETRIA PER L'ANALISI TERRITORIALE Dipartimento di Economia e diritto
L-33 VALUTAZIONE D'IMPATTO DELLE SCELTE IN ECONOMIA E BUSINESS Dipartimento di Economia e diritto
LM-77, LM-16(m) -
Valutazione di impatto delle scelte in economia e business
Classe: LM-16
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- SECS-S/01 - Statistica
- SECS-S/03 - Statistica economica
| Breve descrizione | Settore ERC | Parole chiave |
|---|---|---|
| Financial Econometrics | SH1_5: Financial markets, asset prices, international finance | Volatility, Machine Learning, Portfolio optimization, Realized volatility, Fuzzy clustering |
| Methods for nonlinear time series | SH1_4: Econometrics, statistical methods | Linearity tests, Matrix-variate nonlinear models, R package |
| Health Policy and Health Research Services | SH1_2: Development, economic growth | Health expenditure, Mortality, Time trend analysis |
| Statistical methods for environmental problems | SH3_1: Environment, resources and sustainability | Spatio-temporal models, Statistical learning for spatio-temporal data, Big Earth data, Hierarchical Clustering |
| Lingua | Conoscenza |
|---|---|
| Inglese | Eccellente |
| Francese | Elementare |
Aree: Asia, Europa
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