Extending multivariate Student's‐ t$$ t $$ semiparametric mixed models for longitudinal data with censored responses and heavy tails
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DOI: 10.1002/sim.9443
Abstract: This article extends the semiparametric mixed model for longitudinal censored data with Gaussian errors by considering the Student's t$$ t $$ ‐distribution. This model allows us to consider a flexible, functional dependence of an outcome… read more here.
Keywords: extending multivariate; student semiparametric; multivariate student; semiparametric mixed ... See more keywords
Extending multivariate-t linear mixed models for multiple longitudinal data with censored responses and heavy tails
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DOI: 10.1177/0962280215620229
Abstract: The analysis of complex longitudinal data is challenging due to several inherent features: (i) more than one series of responses are repeatedly collected on each subject at irregularly occasions over a period of time; (ii)… read more here.
Keywords: longitudinal data; multivariate linear; censored responses; mixed models ... See more keywords