A Bayesian approach to model individual differences and to partition individuals: case studies in growth and learning curves

DOI10.1007/s10260-022-00625-6OpenAlexW4220973818MaRDI QIDQ2111322

Maura Mezzetti, Andrea d'Avella, Daniele Borzelli

Publication date: 13 January 2023

Published in: Statistical Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10260-022-00625-6

zbMATH Keywords

cluster analysismotor controlindividual differencesgrowth curveBayesian mixed model

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• R
• S-PLUS
• WinBUGS
• flexmix
• SemiPar
• JAGS
• MEMSS
• AS 136
• kml3d

Cites Work

• Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
• Algorithm AS 136: A K-Means Clustering Algorithm
• Understanding predictive information criteria for Bayesian models
• Finite mixture models and model-based clustering
• Clustering functional data
• Bayesian inference in nonlinear mixed-effects models using normal independent distributions
• Bayesian model selection and model averaging
• Joint prior distributions for variance parameters in Bayesian analysis of normal hierarchical models
• A multivariate reduced-rank growth curve model with unbalanced data
• Borrowing strength and borrowing index for Bayesian hierarchical models
• Borrowing Strength with Nonexchangeable Priors over Subpopulations
• An Efficient Method to Determine the Degree of Overlap of Two Multivariate Distributions
• Bayesian inference for generalized linear mixed models
• The overlapping coefficient as a measure of agreement between probability distributions and point estimation of the overlap of two normal densities
• Semiparametric Regression
• Clustering for Sparsely Sampled Functional Data
• Mixed-Effects Models in S and S-PLUS
• Bayesian Clustering and Product Partition Models
• Finite Mixture Modeling with Mixture Outcomes Using the EM Algorithm
• Using Penalized Splines to Model Age‐ and Season‐of‐Birth‐Dependent Effects of Childhood Mortality Risk Factors in Rural Burkina Faso
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