Full Professor of Statistics at LUMSA University
My research is in the area of statistical modeling, on the frontier between statistics and mathematics, statistical computing and applied statistics. Skilled in Hidden Markov Models, Latent Class Analysis, Multivariate Statistics and Big Data Analysis, with applications in environmental statistics, medicine, economics, finance, higher education.
Latest Publications
Y. Shi, A. Punzo, H. Otneim, A. Maruotti (2025). Hidden semi-Markov models for rainfall-related insurance claims. Insurance: Mathematics and Economics, 120: 91--106.
D. Vicari, A. Maruotti (2025). Time-varying clustering for skew-symmetric data. Expert Systems With Applications, 268: 126216.
M. A. Ruberto, G. Gioeli, M. Rizzolli, A. Maruotti (2025). Understanding happiness amidst COVID-19: exploring relations, religion and trust. Economic Notes, 54: e70003.
A. Maruotti, P. Alaimo Di Loro, C. Johnson (2024). Beyond catastrophic payments: modeling household expenditure shares with endogenous selection. AStA Advances in Statistical Analysis, to appear.
L. Ricciotti, M. Picone, A. Pollice, A. Maruotti (2024). A zero-inflated hidden semi-Markov model with covariate-dependent sojourn parameters for analyzing marine data in the Venice lagoon. Journal of the Royal Statistical Society - Series C, qlae065.
P. Alaimo Di Loro, A. Maruotti (2024). A semi-parametric maximum-likelihood analysis of measurement error in population size estimation. Journal of the Royal Statistical Society - Series C, 73: 1310--1332.
F. Branda, T. Nakase , A. Maruotti, F. Scarpa, A. Ciccozzi, C. Romano , S. Peletto, A.M. Bispo de Filippis, L.C. Junior Alcantara, A. Marcello , M. Ciccozzi , J. Lourenço (2024) Dengue virus transmission in Italy: historical trends up to 2023 and a data repository into the future, Scientific Data, 11; 1325.
M. Mingione, P. Alaimo Di Loro, A. Maruotti (2024). A useful parametric specification to model epidemiological data: revival of the Richards' curve. Statistical Methods in Medical Research, 33: 1473--1494.
S.D. Tomarchio, A. Punzo, A. Maruotti (2024). Matrix-variate hidden Markov regression models: fixed and random covariates. Journal of Classification, 41: 429--454.
E. Ceccarelli, G. Minelli, A. Maruotti, G. Jona Lasinio, M. Martuzzi (2024). Understanding excess mortality in 2022: the dual impact of COVID-19 and heatwaves on the Italian elderly population. Health and Place, 90: 103357.
K. Gundersen, T. Bacri, J. Bulla, S. Holleland, A. Maruotti, B. Stove (2024). Testing for time-varying nonlinear dependence structures: regime-switching and local Gaussian correlation. Scandinavian Jorunal of Statistics, 51: 1012--1060.
L. Ricciotti, M. Picone, A. Pollice, A. Maruotti (2024). Modelling and clustering sea conditions: bivariate finite mixtures of generalized additive models for location, shape and scale to the analysis of meteorological tides and wave heights. Journal of Marine Science and Engineering, 12: 740.
A. Farcomeni, A. Maruotti (2024). Estimating the number of attacks to civilians in Ukraine: a quantitative analysis from media sources. Peace Review, 36: 37--52.
More info can be found at: https://www.lumsa.it/antonello-maruotti