Semiparametric predictive mean matching

DOI10.1007/s10182-008-0081-2zbMath1405.62077OpenAlexW2002199349MaRDI QIDQ734446

Ugo Guarnera, Marco Di Zio

Publication date: 13 October 2009

Published in: AStA. Advances in Statistical Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10182-008-0081-2

zbMATH Keywords

incomplete dataimputationGaussian mixture modelsnearest neighbor donor

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15)

Uses Software

• MULTIMIX

Cites Work

• Mixture model clustering for mixed data with missing information
• Imputation through finite Gaussian mixture models
• Exact mean integrated squared error
• Estimating the dimension of a model
• Practical Bayesian Density Estimation Using Mixtures of Normals
• Model-Based Clustering, Discriminant Analysis, and Density Estimation
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