Full Professor of Statistics at Università LUMSA
Experienced Professor with a demonstrated history of working in the higher education industry. 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, medice, economics, finance, higher education.
Latest Publications
A. Farcomeni, A. Maruotti, F. Divino, G. Jona-Lasinio and G. Lovison (2020). An ensemble approach to short-term forecast of COVID-19 intensive care occupancy in Italian regions. Biometrical Journal, , DOI: 10.1002/bimj.202000189
D. Magrì, M. Piepoli, U. Corra, G. Gallo, A. Maruotti, C. Vignati, E. Salvioni, M. Mapelli, S. Paolillo, P. Perrone Filardi, D. Girola, M. Metra, A.B. Scardovi, R. Lagioia, G. Limongelli, M. Senni, D. Scrutinio, M. Emdin, C. Passino, C. Lombardi, G. Cattadori, G. Parati, M.A. Cicoira, M. Correale, M. Frigerio, F. Clemenza, M. Bussotti, M. Guazzi, R. Badagliacca, S. Sciomer, A. Di Lenarda, A. Maggioni, G. Sinagra, M. Volpe (2020). Cardiovascular death risk in recovered mid-range ejection fraction heart failure: insights from cardiopulmonary exercise test. Journal of Cardiac Failure, vol. 26, p.932 - 943
A. Maruotti, F. Belloc, A. Nicita (2020). Comments on: The role of vitamin D in the prevention of coronavirus disease 2019 infection and mortality, by Ilie et al. (2020). Aging Clinical and Experimental Research, vol. 32, p.162 - 163
M. Mazur, M. Jedlinski, A. Ndokaj, D. Corridore, A. Maruotti, L. Ottolenghi, F. Guerra (2020). Diagnostic drama. Use of ICDAS II and fluorescence-based intraoral camera in early occlusal caries detection: A clinical study. International Journal of Environmental Research and Public Health, vol. 17, , art. no. 2937
I. Rocchetti, D. Boehning, H. Holling, A. Maruotti (2020). Estimating the size of undetected cases of the COVID-19 outbreak in Europe: An upper bound estimator. Epidemiologic Methods, vol. 9, , art. no. 20200024
Bohning D, Rocchetti I, Maruotti A, Holling H (2020). Estimating the undetected infections in the Covid-19 outbreak by harnessing capture-recapture methods. International Jorunal of Infectious Diseases, vol. 97, p.197 - 202
A. Maruotti, A. Punzo (2020). Initialization of hidden Markov and semi-Markov models: a critical evaluation of several strategies. International Statistical Review, , DOI: 10.1111/insr.12436
Maruotti A,M RANALLI, A MARUOTTI (2020). Model-based clustering for noisy longitudinal circular data, with application to animal movement. ENVIRONMETRICS, vol. 31, , art. no. e2572
PUNZO A, INGRASSIA A, MARUOTTI A (2020). Multivariate hidden Markov regression models: randomcovariates and heavy-tailed distributions. Statistical Papers,
Maruotti A,A. Recio-Saucedo, G. Smith , O. Redfern , A. Maruotti, P. Griffiths and the Missed Care Study Group (2020). Observational study of the relationship between nurse staffing levels and compliance with mandatory nutritional assessments in hospital. Journal of Human Nutrition and Dietetics,
M. Mazur, S. Bietolini, D. Bellardini, A. Lussi, D. Corridore, A. Maruotti, L. Ottolenghi (2020). Oral health in a cohort of individuals on a plant-based diet: a pilot study. La Clinica Terapeutica, vol. 71, p.142 - 148
M. Fabbri, M. Rizzolli, A. Maruotti (2020). Possession is nine-tenths of the law: possession, property, and coordination in a Hawk-Dove experiment. Journal of Institutional Economics,
Maruotti A,D. Magrì, V. Mastromarino, G. Gallo, E. Zachara, F. Re, P. Agostoni, D. Giordano, S. Rubattu, M. Forte, M. Cotugno, M.R. Torrisi, S. Petrucci, A. Germani, C. Savio, A. Maruotti, M. Volpe, C. Autore, M. Piane, B. Musumeci (2020). Risk stratification in hypertrophic cardiomyopathy. Insights from genetic analysis and cardiopulmonary exercise testing. Journal of Clinical Medicine, , art. no. 1636
C. Dall'Ora, A. Maruotti, P. Griffiths (2020). Temporary staffing and patient death in acute care hospitals: A retrospective longitudinal study. Journal of Nursing Scholarship, vol. 52, p.210 - 216
G.B. Smith, O. Redfern, A. Maruotti, A. Recio-Saucedo, P. Griffiths (2020). The association between nurse staffing levels and a failure to respond to patients with deranged physiology: a retrospective observational study in the UK. Resuscitation, vol. 149, p.202 - 208
M. Mazur, S. Westland, M. Jedlinski, A. Maruotti, G. M. Nardi, L. Ottolenghi, F. Guerra (2020). The influence of dental occlusion on spectrophotometric tooth color determinations. The Open Dentistry Journal, vol. 14, p.247 - 254
More info can be found at: https://www.lumsa.it/antonello-maruotti