PENNONI FULVIA

Role
Full Professor  
Academic disciplines
Statistics (STAT-01/A)
Scientific-Disciplinary Group:
STATISTICS (13/STAT-01)
Email
[email protected]
Office phone
0264485856
Room:
  • U07, Floor: 2, Room: 2058
Reception hours

 

 

Biography

Fulvia Pennoni is Full Professor of Statistics at the Department of Statistics and Quantitative Methods of the University of Milano-Bicocca. She holds a Ph.D. in Statistics from University of Florence (Italy, 2004) and a Degree in Economics and Business Administration from University of Perugia (Italy, 2000). She has been a researcher at the Joint Research Centre (Institute for Protection of the Citizens, Unit of Applied Statistics and Econometrics) of the European Commission since 2006. She published books and research articles in international disciplinary journals on composite indicators, graphical models, latent variable models, and models for the analysis of longitudinal data. 

Publications

  • Brusa, L., Pennoni, F., Peruilh Bagolini, R., Bartolucci, F. (2026). Dealing with latent state separation in hidden Markov models via penalized maximum likelihood estimation [Altro]. Detail

  • Brusa, L., Pennoni, F., Bartolucci, F., Peruilh Bagolini, R. (2026). A regularized maximum likelihood estimation for hidden Markov models with covariates. In Statistical Methods for Data Analysis and Decision Sciences Conference proceedings. Detail

  • Pennoni, F. (2026). Presentation of the Proceedings Book of the Project PRIN edited with Springer [Altro]. Detail

  • Bartolucci, F., Pandolfi, S., Pennoni, F. (2026). Parsimonious parametrizations of transition matrices of Markov chain and hidden Markov models. ANNALS OF OPERATIONS RESEARCH, 1-34 [10.1007/s10479-025-06986-x]. Detail

  • Brusa, L., Pennoni, F., Bartolucci, F., Peruilh Bagolini, R. (2026). A penalized maximum likelihood approach to deal with latent state separation in hidden Markov models with covariates and lagged responses. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 222(October 2026), 1-17 [10.1016/j.csda.2026.108402]. Detail

Full list

Research projects

Dynamic clustering for time-evolving phenomena: Hidden Markov, finite mixture models, and related machine learning methods
Year: 2021
Grantors: Universita' di Milano Bicocca
Statistical models for repeated measures with missing data and dropout
Year: 2020
Grantors: Universita' di Milano Bicocca
Space-time statistical models for estimation and prediction with longitudinal data
Year: 2019
Grantors: Universita' di Milano Bicocca

Awards

Scientific fellowships

  • - Classification and Data Analysis Group, 2021
  • - Società Italiana di Econometria, 2020
  • - Società Italiana di Economia, Demografia e Statistica, 2018
  • - Royal Statistical Society, 2007
  • - Psychometric Society, 2007
  • - Società Italiana di Statistica, 2005
  • - Metodologie per le indagini campionarie, 2005

Editorial boards

  • Associate Editor di rivista o collana editoriale - STATISTICAL MODELLING, 2022
  • Associate Editor di rivista o collana editoriale - STATISTICAL METHODS & APPLICATIONS, 2022
  • Associate Editor di rivista o collana editoriale - METRON, 2019

Research and teaching assignments

  • Attivita' di insegnamento - Teaching mobility (Call 2015 KA1, Erasmus+ programme) Department of Management/Economics and Financial Analysis. Teaching on Multivariate Data Analysis with R - Uniwersytet Ekonomiczny w Katowicach, 2016
  • Attivita' di insegnamento - Docente incaricato per l’insegnamento di Analisi Statistica dei Dati Iimmobiliari al Master in “Valuation & Advisory ed. 2019 e 2018 svolto presso il MIP Politecnico di Milano Graduate School of Business - Politecnico di MILANO, 2018 - 2020
  • Attivita' di insegnamento - Docente titolare dell'Insegamento Statistics per il Master in Finance presso Faculty of Economics, Università della Svizzera Italiana - Università della Svizzera Italiana (USI), 2022 - 2023

Congresses/Conferences

  • Program committee - XIV Edition of the Classification and Data Analysis Group(Italia), 2023
  • - Classification and Data Analysis Group(Italia), 2023
  • Program committee - 37th International Workshop on Statistical Modelling(Germania), 2023
  • Partecipazione al comitato organizzativo - The European R users meeting(Italia), 2020
  • - The European R users meeting(Italia), 2020
  • - Classification and Data Analysis Group(Italia), 2019
  • Partecipazione al comitato organizzativo - Smart Statistics for Smart Applications(Italia), 2019
  • - Smart Statistics for Smart Applications(Italia), 2019
  • - Classification and Data Analysis Group(Italia), 2017
  • Program committee - 7th International conference on Database Management System(Australia), 2016
  • Program committee - Methodological tools for accountability systems in education(Italia), 2006

Further links