Monia LUPPARELLI

Ruolo attuale:: Professore Associato
SSD:: STAT-01/A - Statistica
Afferenza organizzativa:: Dipartimento di Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)

Recapiti

	0552751517
	monia.lupparelli(AT)unifi.it

Monia LUPPARELLI

Orario di ricevimento (aggiornato al 02/02/2023)

Informazioni relative all'orario di ricevimento telematico verranno pubblicate nella pagina Moodle di ogni corso.

Per altre necessità, contattare il docente via e-mail

Monia LUPPARELLI

Biografia

Nata a Foligno, 8 Aprile 1976. Monia Lupparelli nel 2002 ha conseguito la laurea in Economia con 110/110 e lode presso l'Università di Perugia; nel 2006 ha conseguito il Dottorato di Ricerca in Statistica Applicata presso il Dipartimento di Statistica dell'Universita di Firenze. Dal 2015 è Professore Associato in Statistica, dal 2015 al 2018 presso il Dipartimento di Scienze Statistiche dell'Università di Bologna e dal 2018 presso il Dipartimento di Statistica, Informatica e Applicazioni dell'Università di Firenze.

Monia Lupparelli ha trascorso diversi periodi all'estero per collaborazioni scientifiche, durante il dottorato presso EURANDOM Research Centre, Technological University di Eindhoven e, successivamente, presso PennState University PA, US (Beherend e Eberly College of Science), presso University of Economic and Business di Athens e presso Department of Statistics and Applied Probability, National University of Singapore. Dal 2012 è coordinatore di programmi di scambi ERASMUS con Università in UK e in USA.

Come attività di ricerca, si occupa prevalentemente di modelli grafici di indipendenza, network, modelli marginali, modelli per variabili latenti con applicazione nell'ambito di dati longitudinali e dati categoriali. Su questi temi, ha pubblicato articoli su riviste di presitigio internazionale, e.g., Journal of the American Statistical Association e Biometrika. Svolge attività di revisore per numerose riviste, e.g., Annals of Statistics e Biometrika. E' Associate Editor della rivista Metrika.

Dal 2015 Monia Lupparelli è membro del Collegio dei Docenti del Dottorato di Ricerca in Statistica dell'Università di Bologna ed è tutor di tesi di dottorato sui seguenti temi di ricerca: differential networks, dinamic networks, semi-parametric models for binary longitudinal data.

Monia Lupparelli è iscritta all'American Statistical Association, alla International Biometrical Society e alla Società Italiana di Statistica. Attualmente è coinvolta nel progetto COST ACTION OC-2015-1-19400: European Cooperation for Statistics of Network data science.

Monia LUPPARELLI

Curriculum

Current position

since 2018 Associate Professor in Statistics at University of Florence

Previous Position

2015 - 2018 Associate Professor in Statistics at University of Bologna

2008-2015 Assistant Professor in Statistics at University of Bologna

2007 - 2008 Post-doc position at University of Pavia, Advisor: Guido Consonni

2006 - 2007 Post-doc position at University of Pavia, Advisors: Francesco Bartolucci and Antonio Forcina

Research Projects

since 2015 European Cooperation for Statistics of Network Data Science (European Research Project, PI: Ernst Wit)

2007-2009 Graphical models and models with latent classes with applications to education and health, PRIN grant, Italian Ministry of Research and Higher Education (PI: Guido Consonni)

2005-2007 Marginal models for categorical variables with application in causality, PRIN grant, Italian Ministry of Research and Higher Education, (PI: Guido Consonni )

Visiting and fellowships

2015 research visiting at the Department of Statistics and Applied Probability, National University of Singapore

2014 research fellowship for the ERASMUS exchange program at the School of Computing and Mathematics, University of Plymouth, UK

2012 research visiting at the PennState University, Beherend College e Eberly College of Science, US

2011 research fellowship at the University of Economic and Business of Athens

2005 scholar fellowship at the EURANDOM Research Center, Technological University of Eindhoven

A selection of research and professional activities

2017 National Scientific Qualification for Full Professor in Statistics 13/D1

2014 National Scientific Qualification for Associate Professor in Statistics 13/D1

since 2015 member of the PhD Doard in Statistics, University of Bologna

since 2016 advisor of some PhD students in Statistics, University of Bologna

2012-2018 coordinator of the ERASMUS exchange program between the School of Economics, Management and Statistics of University of Bologna and the School of Computing and Mathematics of University of Plymouth, UK

2012-2018 member of the Quality Assurance Committee for BSc in Econimics and Accounting, University of Bologna

Monia LUPPARELLI

Interessi

Graphical independence models, marginal models, latent variable models, network, longitudinal data analysis, categorical data analysis

Monia LUPPARELLI

Pubblicazioni

Legenda

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Contributo in atti di convegno (proceeding) |

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Tesi di Dottorato

Alejandra Avalos Pacheco, Andrea Lazzerini, Monia Lupparelli, Francesco Claudio Stingo (In corso di stampa). A Bayesian Multiple Ising Model. In: Alejandra Avalos Pacheco, Andrea Lazzaroni, Monia Lupparelli, Francesco Claudio Stingo. Proceedings of Bayesian Young Statisticians Meeting, pp. 1-8 Springer.

Luca La Rocca, Monia Lupparelli, Alberto Roverato (In corso di stampa). On the comparison of regression coefficients across multiple logistic models with binary predictors. METRIKA, pp. 1-27, ISSN:0026-1335

Monia Lupparelli; Giovanni M. Marchetti (2024). Path-dependent parametric decompositions in Ising models. ELECTRONIC JOURNAL OF STATISTICS, vol. 18, pp. 4382-4406, ISSN:1935-7524

Maria Francesca Marino, Matteo Sani, Monia Lupparelli (2023). Multi-level stochastic block models for multiplex networks. In: 14th Scientific Meeting of the Classification and Data Analysis Group Salerno, Pietro Coretto, Giuseppe Giordano, Michele La Rocca, Maria Lucia Parrella, Carla Rampichini, pp. 0-0, ISBN:978-88-9193-563-2

Gherardini L., Bernardi M., Lupparelli M. (2023). Dynamic network models with time-varying nodes. In: Statistical Learning, Sustainability and Impact Evaluation, Pearson, pp. 1-6.

Mirko Armillotta, Alessandra Luati, Monia Lupparelli (2023). An overview of ARMA-like models for count and binary data. In: Maria Kateri, Irini Moustaki. Trends and Challenges for Categorical Data Analysis: Statistical Modelling and Interpretation, pp. 233-274 Springer.

Lupparelli M., Marchetti G.M. (2023). Path analysis in Ising models: an application to cyber-security risk assessment. In: Statistical Learning, Sustainability and Impact Evaluation, Ancona, Pearson, pp. 1-6.

Leonardo Grilli, Monia Lupparelli, Carla Rampichini, Emilia Rocco, Maurizio Vichi (2023). Statistical Models and Methods for Data Science. Springer, 978-3-031-30163-6. Accesso ONLINE all'editore

Mirko Armillotta, Alessandra Luati, Monia Lupparelli (2022). Observation-driven models for discrete-valued time series. ELECTRONIC JOURNAL OF STATISTICS, vol. 16, pp. 1393-1433, ISSN:1935-7524 DOI

Mirko Armillotta; Alessandra Luati; Monia Lupparelli (2020). Observation-driven models for storm counts. In: SIS 2020, Pearson, pp. 863-868.

Monia Lupparelli; Alessandra Mattei (2020). Natural direct and indirect relative risk for mediation analysis. In: SIS 2020, Pearson, pp. 131-136.

Andrea Lazzerini; Monia Lupparelli; Francesco C. Stingo (2020). Profile networks for precision medicine. In: SIS 2020, Pearson, pp. 791-796.

Lupparelli M.; Mattei A. (2020). Joint and marginal causal effects for binary non-independent outcomes. JOURNAL OF MULTIVARIATE ANALYSIS, vol. 178, pp. 1-14, ISSN:0047-259X DOI Accesso ONLINE all'editore

Tarantola, C., Ntzoufras, I., Lupparelli, M. (2019). Probability based independence sampler for Bayesian quantitative learning in graphical log-linear marginal models. BAYESIAN ANALYSIS, vol. 14, pp. 777-803, ISSN:1936-0975 DOI

Mirko Armillotta, Alessandra Luati, Monia Lupparelli (2019). Stationarity of a general class of observation driven models for discrete valued processes. In: SIS 2019, Pearson, pp. 1-8, ISBN:9788891915108

Andrea Lazzerini, Monia Lupparelli, Francesco C. Stingo (2019). Bayesian stochastic search for Ising chain graph models. In: SIS 2019, Pearson, pp. 1-6, ISBN:9788891915108

Monia Lupparelli (2019). Conditional and marginal relative risk parameters for a class of recursive regression graph models. STATISTICAL METHODS IN MEDICAL RESEARCH, vol. 28, pp. 3466-3486, ISSN:1477-0334 DOI

Tarantola, C., Ntzoufras, I., Lupparelli, M. (2018). Bayesian estimation of graphical log-inear marginal models. In: SIS 2018, A. Abbruzzo, E. Brentari, M. Chiodi e D. Piacentino, pp. 0-0, ISBN:9788891910233

Monia Lupparelli; Alessandra Mattei (2017). Log-mean linear models for causal inference. In: SIS 2017, Firenze, 28-30 Giugno 2017, Firenze University Press, pp. 621-626, ISBN:978-88-6453-521-0 Accesso ONLINE all'editore

Mattei, A; Lupparelli, M. (2017). Causal inference for binary non-independent outcomes.

Lupparelli, M., Roverato, A. (2017). Log-mean linear regression models for binary responses with an application to multimorbidity.. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, vol. 66, pp. 227-252, ISSN:0035-9254

BARTOLUCCI, FRANCESCO; LUPPARELLI, MONIA (2016). Pairwise Likelihood Inference for Nested Hidden Markov Chain Models for Multilevel Longitudinal Data. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. 111, pp. 216-228, ISSN:0162-1459 DOI

Lupparelli, M., Roverato, A. (2014). Log-mean linear regression models for assessing the effect of HIV-infection on multimorbidity in a case-control study. In: 47th Scientific Meeting of the Italian Statistical Society, -, pp. 0-0, ISBN:978-88-8467-874-4

Roverato A., Lupparelli M., La Rocca L. (2013). Log-mean linear models for binary data. BIOMETRIKA, vol. 100, pp. 485-494, ISSN:0006-3444

Lupparelli M., La Rocca L., Roverato A. (2013). Log-Mean Linear Parameterizations for Smooth Independence Models. In: 9th Scientific Meeting of the Classification and Data Analysis, -, pp. 0-0, ISBN:9788867871179

Tarantola, C.; Ntzoufras, I.; Lupparelli, M. (2013). Comment: Graphical Marginal Log-Linear Models—A Bayesian Perspective. SOCIOLOGICAL METHODOLOGY, vol. 43, pp. 109-113, ISSN:0081-1750 DOI

Lupparelli, M., Roverato A. (2012). Comments on: Sequences of regressions and their independencies. TEST, vol. 21, pp. 262-264, ISSN:1133-0686

Lupparelli M.; La Rocca L. (2012). Binary models of marginal independence: a comparison of different approaches. In: XLVI Riunione Scientifica, Roma, 20-22 giugno 2012, CLEUP, pp. 1-4, ISBN:9788861298828

Marchetti.G.M; Lupparelli.M (2011). Chain graph models of multivariate regression type for categorical data. BERNOULLI, vol. 17(3), pp. 827-844, ISSN:1350-7265 DOI Accesso ONLINE all'editore

Bartolucci F.; Lupparelli M (2010). Pairwise likelihood inference for multilevel latent Markov models. In: 45TH SCIENTIFIC MEETING OF THE ITALIAN STATISTICAL SOCIETY, Padova, 16-18 june 2010, CLEUP, pp. 1-12, ISBN:9788861295667

Bartolucci F; Lupparelli M (2010). Multilevel latent Markov models: a comparison of different approaches. In: Greco-Italian Meeting of Statistics, Porto San Paolo, 23-25 Settembre 2010, -, pp. 59-62.

A.Forcina; M.Lupparelli; G.M.Marchetti (2010). Marginal parameterizations of discrete models defined by a set of conditional independencies. J. of Multivariate Analysis, doi:10.1016/j.jmva.2010.07.001.. JOURNAL OF MULTIVARIATE ANALYSIS, vol. 101, pp. 2519-2527, ISSN:0047-259X DOI Accesso ONLINE all'editore

M. Lupparelli; G. Marchetti; W. Bergsma (2009). Parameterizations and fitting of bi-directed graph models to categorical data. SCANDINAVIAN JOURNAL OF STATISTICS, vol. 36, pp. 559-576, ISSN:0303-6898 DOI Accesso ONLINE all'editore

CONSONNI G.; LUPPARELLI, MONIA (2009). Expected posterior priors for model comparison in a class of discrete graphical models. In: S.Co., Milano, settembre 2009, MAGGIOLI, pp. 127-132, ISBN:8838743851

Guido Consonni; Monia Lupparelli (2009). Bayesian model comparison based on expected posterior priors for discrete decomposable graphical models. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, vol. 139, pp. 4165-4175, ISSN:0378-3758 DOI

Bartolucci F.; Lupparelli M.; Montanari G. E. (2009). LATENT MARKOV MODEL FOR LONGITUDINAL BINARY DATA: AN APPLICATION TO THE PERFORMANCE EVALUATION OF NURSING HOMES. THE ANNALS OF APPLIED STATISTICS, vol. 3, pp. 611-636, ISSN:1932-6157 DOI

F. Bartolucci; F. Pennoni; M. Lupparelli (2008). Likelihood inference for the latent Markov Rash model. In: HUBER N. LIMNIOS M. MESBAH M. NIKULIN. Mathematical Methods for Survival Analysis, Reliability and Quality of Life, pp. ch. 16-ch.16, GBR: Wiley-London, ISBN:9781848210103.

Giovanni Maria Marchetti; Monia Lupparelli (2008). Parameterization and fitting of a class of discrete graphical models. In: Compstat 2008, Porto, Portogallo, 23-29 Agosto 2008, Physica-Verlag, Heidelberg, vol. Proceedings in Computational Statistics: 18th Symposium, pp. 117-128, ISBN:978-3-7908-2084-3 Accesso ONLINE all'editore

F. Bartolucci; M. Lupparelli (2008). Focused information criterion for capture re-capture models for closed populations. SCANDINAVIAN JOURNAL OF STATISTICS, vol. 35, pp. 629-649, ISSN:0303-6898 DOI

F. BARTOLUCCI; G.E. MONTANARI; M. LUPPARELLI (2007). Latent Markov models for evaluating nursing home performances. In: S.Co, Padova, Settembre 2007, CLEUP, pp. 44-49, ISBN:9788861291140

F. BARTOLUCCI; M. LUPPARELLI (2007). The multilevel latent Markov model. In: International Workshop on Statistical Modelling, Barcellona, maggio 2007, s.n, pp. 93-98, ISBN:978-84-690-5943-2

M. LUPPARELLI; G.M. MARCHETTI (2006). Parameterization and fitting of discrete covariance graph models. In: Convengo organizzato dal dipartimento di economia finanza e statistica di Perugia, Perugia, settembre 2006, s.n, pp. 68-69.

Lupparelli, M. (2005). Graphical models of marginal independence for categorical variables. (Tutor: Giovanni Maria Marchetti)

LUPPARELLI MONIA; GIOVANNI MARIA MARCHETTI (2005). Graphical models of marginal independence for categorical variables. In: Convegno SCO 2005, Bressanone, CLEUP, Padova, pp. 127-132.

Monia LUPPARELLI

Biography

Born in Foligno, 8 April 1976. Monia Lupparelli got a M.Sc degree in Economics 110/110 cum laude in 2002 at the University of Perugia, IT. In 2006 she got the Ph.D in Applied Statistics at the Department of Statistics, University of Florence, IT. Since 2015 she is Associate Professor in Statistics, from 2015 to 2018 at the Department of Statistical Science, University of Bologna and since 2018 at the Department of Statistics, Computer Science and Applications, University of Florence.

She had some research and scholar visiting experiences, during the PhD program at the EURANDOM Research Centre, Technological University of Eindhoven, later at PennState University PA, US (Beherend and Eberly College of Science), at the University of Economic and Business of Athens and at the Department of Statistics and Applied Probability, National University of Singapore. Since 2012 she is coordinator of ERASMUS exchange programs with University in UK and USA.

Main research interests are graphical independence models, network, marginal models, latent variable models with applications for longitudinal data analysis and categorical data analysis. Research works are published on international scientific journals, e.g., Journal of the American Statistical Association and Biometrika. Monia Lupparelli is currently a reviewer of several international scientific journals, e.g., Annals of Statistics and Biometrika. She serves as Associate Editor for Metrika.

Since 2015 Monia Lupparelli is a member of the PhD Board in Statistics of University of Bologna and she is advisor of some PhD students on these topics: differential networks, dynamic networks, semi-parametric models for binary longitudinal data.

Monia Lupparelli is a member of the American Statistical Association, of the International Biometrical Society and of Società Italiana di Statistica. She is currently involved in a COST ACTION OC-2015-1-19400: European Cooperation for Statistics of Network data science.

Monia LUPPARELLI

Curriculum

Current position

since 2018 Associate Professor in Statistics at University of Florence

Previous Position

2015 - 2018 Associate Professor in Statistics at University of Bologna

2008-2015 Assistant Professor in Statistics at University of Bologna

2007 - 2008 Post-doc position at University of Pavia, Advisor: Guido Consonni

2006 - 2007 Post-doc position at University of Pavia, Advisors: Francesco Bartolucci and Antonio Forcina

Grants

since 2015 European Cooperation for Statistics of Network Data Science (European Research Project, PI: Ernst Wit)

2007-2009 Graphical models and models with latent classes with applications to education and health, PRIN grant, Italian Ministry of Research and Higher Education (PI: Guido Consonni)

2005-2007 Marginal models for categorical variables with application in causality, PRIN grant, Italian Ministry of Research and Higher Education, (PI: Guido Consonni )

Visiting and fellowships

2015 research visiting at the Department of Statistics and Applied Probability, National University of Singapore

2014 research fellowship for the ERASMUS exchange program at the School of Computing and Mathematics, University of Plymouth, UK

2012 research visiting at the PennState University, Beherend College e Eberly College of Science, US

2011 research fellowship at the University of Economic and Business of Athens

2005 scholar fellowship at the EURANDOM Research Center, Technological University of Eindhoven

A selection of research and professional activities

2017 National Scientific Qualification for Full Professor in Statistics 13/D1

2014 National Scientific Qualification for Associate Professor in Statistics 13/D1

since 2015 member of the PhD Doard in Statistics, University of Bologna

since 2016 advisor of some PhD students in Statistics, University of Bologna

2012-2018 coordinator of the ERASMUS exchange program between the School of Economics, Management and Statistics of University of Bologna and the School of Computing and Mathematics of University of Plymouth, UK

2012-2018 member of the Quality Assurance Committee for BSc in Econimics and Accounting, University of Bologna

Monia LUPPARELLI

Interest

Graphical independence models, marginal models, latent variable models, network, longitudinal data analysis, categorical data analysis