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Competing regression models for longitudinal data
(WILEY-BLACKWELLMALDEN, 2012)
The choice of an appropriate family of linear models for the analysis of longitudinal data is often a matter of concern for practitioners. To attenuate such difficulties, we discuss some issues that emerge when analyzing ...
Longitudinal Poisson modeling: an application for CD4 counting in HIV-infected patients
(ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTDLONDON, 2010)
In this paper, we present different ofrailtyo models to analyze longitudinal data in the presence of covariates. These models incorporate the extra-Poisson variability and the possible correlation among the repeated counting ...
Bayesian longitudinal data analysis with mixed models and thick-tailed distributions using MCMC
(Carfax Publishing, 2004-08-01)
Linear mixed effects models are frequently used to analyse longitudinal data, due to their flexibility in modelling the covariance structure between and within observations. Further, it is easy to deal with unbalanced data, ...
Bayesian longitudinal data analysis with mixed models and thick-tailed distributions using MCMC
(Carfax Publishing, 2014)