Maruotti, Antonello

(as bibtex)

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Articles (17)

• Martella, Francesca, Picone, Marco, Lagona, Francesco, Bulla, Jan, Maruotti, Antonello. Dynamic mixtures of factor analyzers to characterize multivariate air pollutant exposures. The Annals of Applied Statistics 2017. 11:1617-1648
• Lagona, Francesco, Raponi, Valentina, Maruotti, Antonello. Handling endogeneity and nonnegativity in correlated random effects models: Evidence from ambulatory expenditure. Biometrical Journal 2016. 58:-
• Maruotti, Antonello. Analyzing longitudinal circular data by projected normal models: a semi-parametric approach based on finite mixture models. Environmental and Ecological Statistics 2016. 23:257-277
• Maruotti, Antonello, Picone, Marco, Lagona, Francesco. A hidden Markov model for the analysis of cylindrical time series. Environmetrics 2015. 26:534-544
• Picone, Marco, Maruotti, Antonello, Bulla, Jan, Lagona, Francesco. Environmental conditions in semi-enclosed basins: A dynamic latent class approach for mixed-type multivariate variables. Journal de la Société Française de Statistique 2015. 156:114-137
• Jona-Lasinio, Giovanna, Maruotti, Antonello, Mastrantonio, Gianluca. Bayesian hidden Markov modelling using circular-linear general projected normal distribution. Environmetrics 2015. 26:145-158
• Padovano, Fabio, Maruotti, Antonello, Lagona, Francesco. Multilevel multivariate modelling of legislative count data, with a hidden Markov chain. Journal of the Royal Statistical Society: Series A (Statistics in Society) 2015. 178:705-723
• Maruotti, Antonello. Latent Markov Models for longitudinal dataFrancesco Bartolucci, Alessio Farcomeni and Fulvia Pennoni, Chapman & Hall/CRC 2012, £57.99 Hardcover; ISBN: 9781439817087. METRON 2014. 72:367-368
• Maruotti, Antonello, Martinez-Zarzoso, Inmaculada. The environmental Kuznets curve: functional form, time-varying heterogeneity and outliers in a panel setting. Environmetrics 2013. 24:461-475
• Rocci, Roberto, Maruotti, Antonello. A mixed non-homogeneous hidden Markov model for categorical data, with application to alcohol consumption. Statistics in Medicine 2012. 31:871-886
• Maruotti, Antonello. Mixed Hidden Markov Models for Longitudinal Data: An Overview. International Statistical Review 2011. 79:427-454
• Maruotti, Antonello. A two-part mixed-effects pattern-mixture model to handle zero-inflation and incompleteness in a longitudinal setting. Biometrical Journal 2011. 53:716-734
• Alfò, Marco, Maruotti, Antonello. Two-part regression models for longitudinal zero-inflated count data. Canadian Journal of Statistics 2010. 38:197-216
• Alfo, Marco, Alfó, Marco, Maruotti, Antonello. Two-part regression models for longitudinal zero-inflated count data. Canadian Journal of Statistics 2010. 38:197-216
• Alfo, Marco, Alfó, Marco, Maruotti, Antonello. A selection model for longitudinal binary responses subject to non-ignorable attrition. Statistics in Medicine 2009. 28:2435-2450
• Maruotti, Antonello, Rydén, Tobias. A semiparametric approach to hidden Markov models under longitudinal observations. Statistics and Computing 2009. 19:381-393
• Maruotti, Antonello. Fairness of the national health service in Italy: A bivariate correlated random effects model. Journal of Applied Statistics 2009. 36:709-722