Di Mari, Roberto; Maruotti, Antonello A two-step estimator for generalized linear models for longitudinal data with time-varying measurement error. (English) Zbl 07597417 Adv. Data Anal. Classif., ADAC 16, No. 2, 273-300 (2022). MSC: 62H30 62-07 PDFBibTeX XMLCite \textit{R. Di Mari} and \textit{A. Maruotti}, Adv. Data Anal. Classif., ADAC 16, No. 2, 273--300 (2022; Zbl 07597417) Full Text: DOI
Merlo, Luca; Maruotti, Antonello; Petrella, Lea; Punzo, Antonio Quantile hidden semi-Markov models for multivariate time series. (English) Zbl 1495.62011 Stat. Comput. 32, No. 4, Paper No. 61, 22 p. (2022). MSC: 62-08 62M05 62M10 62G08 62P12 PDFBibTeX XMLCite \textit{L. Merlo} et al., Stat. Comput. 32, No. 4, Paper No. 61, 22 p. (2022; Zbl 1495.62011) Full Text: DOI
Tomarchio, Salvatore D.; Punzo, Antonio; Maruotti, Antonello Parsimonious hidden Markov models for matrix-variate longitudinal data. (English) Zbl 1490.62027 Stat. Comput. 32, No. 3, Paper No. 53, 18 p. (2022). MSC: 62-08 62M05 62H12 62H30 PDFBibTeX XMLCite \textit{S. D. Tomarchio} et al., Stat. Comput. 32, No. 3, Paper No. 53, 18 p. (2022; Zbl 1490.62027) Full Text: DOI arXiv
Maruotti, Antonello; Punzo, Antonio Initialization of hidden Markov and semi-Markov models: a critical evaluation of several strategies. (English) Zbl 07777961 Int. Stat. Rev. 89, No. 3, 447-480 (2021). MSC: 62Mxx 62Hxx 62Pxx PDFBibTeX XMLCite \textit{A. Maruotti} and \textit{A. Punzo}, Int. Stat. Rev. 89, No. 3, 447--480 (2021; Zbl 07777961) Full Text: DOI
Punzo, Antonio; Ingrassia, Salvatore; Maruotti, Antonello Multivariate hidden Markov regression models: random covariates and heavy-tailed distributions. (English) Zbl 1477.62224 Stat. Pap. 62, No. 3, 1519-1555 (2021). MSC: 62M05 62H30 62J05 62H12 62F35 PDFBibTeX XMLCite \textit{A. Punzo} et al., Stat. Pap. 62, No. 3, 1519--1555 (2021; Zbl 1477.62224) Full Text: DOI
Maruotti, Antonello; Petrella, Lea; Sposito, Luca Hidden semi-Markov-switching quantile regression for time series. (English) Zbl 1510.62342 Comput. Stat. Data Anal. 159, Article ID 107208, 19 p. (2021). MSC: 62M05 62G08 62M10 62P05 62-08 PDFBibTeX XMLCite \textit{A. Maruotti} et al., Comput. Stat. Data Anal. 159, Article ID 107208, 19 p. (2021; Zbl 1510.62342) Full Text: DOI
Maruotti, Antonello; Punzo, Antonio Model-based time-varying clustering of multivariate longitudinal data with covariates and outliers. (English) Zbl 1464.62128 Comput. Stat. Data Anal. 113, 475-496 (2017). MSC: 62-08 62H30 62M05 PDFBibTeX XMLCite \textit{A. Maruotti} and \textit{A. Punzo}, Comput. Stat. Data Anal. 113, 475--496 (2017; Zbl 1464.62128) Full Text: DOI Link
Maruotti, Antonello; Raponi, Valentina; Lagona, Francesco Handling endogeneity and nonnegativity in correlated random effects models: evidence from ambulatory expenditure. (English) Zbl 1381.62275 Biom. J. 58, No. 2, 280-302 (2016). MSC: 62P10 PDFBibTeX XMLCite \textit{A. Maruotti} et al., Biom. J. 58, No. 2, 280--302 (2016; Zbl 1381.62275) Full Text: DOI
Maruotti, Antonello Handling non-ignorable dropouts in longitudinal data: a conditional model based on a latent Markov heterogeneity structure. (English) Zbl 1315.62065 Test 24, No. 1, 84-109 (2015). MSC: 62J12 60J20 62P10 PDFBibTeX XMLCite \textit{A. Maruotti}, Test 24, No. 1, 84--109 (2015; Zbl 1315.62065) Full Text: DOI arXiv
Maruotti, Antonello; Raponi, Valentina On baseline conditions for zero-inflated longitudinal count data. (English) Zbl 1291.62028 Commun. Stat., Simulation Comput. 43, No. 4, 743-760 (2014). MSC: 62-07 62J12 62H12 PDFBibTeX XMLCite \textit{A. Maruotti} and \textit{V. Raponi}, Commun. Stat., Simulation Comput. 43, No. 4, 743--760 (2014; Zbl 1291.62028) Full Text: DOI
Maruotti, Antonello A two-part mixed-effects pattern-mixture model to handle zero-inflation and incompleteness in a longitudinal setting. (English) Zbl 1227.62100 Biom. J. 53, No. 5, 716-734 (2011). MSC: 62P10 62J99 65C60 PDFBibTeX XMLCite \textit{A. Maruotti}, Biom. J. 53, No. 5, 716--734 (2011; Zbl 1227.62100) Full Text: DOI