Bayesian segmental growth mixture Tobit models with skew distributions

DOI10.1007/s00180-015-0620-8zbMath1342.65028OpenAlexW1815133812MaRDI QIDQ736578

Getachew A. Dagne

Publication date: 4 August 2016

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-015-0620-8

zbMATH Keywords

Markov chain Monte Carlodetection limitmixed-effects modelslatent classchange point

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items

Diagnostics analysis for skew-normal linear regression models: applications to a quality of life dataset

Uses Software

• WinBUGS
• BayesDA

Cites Work

• Estimation of Relationships for Limited Dependent Variables
• Bayesian analysis of multivariate t linear mixed models using a combination of IBF and Gibbs samplers
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• An Investigation of the Robustness of the Tobit Estimator to Non-Normality
• Statistical Applications of the Multivariate Skew Normal Distribution
• A new class of multivariate skew distributions with applications to bayesian regression models
• Mixed Effects Models with Censored Data with Application to HIV RNA Levels
• Bayesian analysis of multivariatetlinear mixed models with missing responses at random
• Likelihood Estimation for Censored Random Vectors
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