Exponential consistency of M-estimators in generalized linear mixed models
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Publication:6636363
DOI10.1016/J.JSPI.2024.106222MaRDI QIDQ6636363
Andrea M. Bratsberg, Magne Thoresen, Abhik Ghosh
Publication date: 12 November 2024
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
M-estimatorsgeneralized linear mixed modelsminimum density power divergence estimatorexponential consistency
Cites Work
- Sure independence screening in generalized linear models with NP-dimensionality
- Robust estimation for independent non-homogeneous observations using density power divergence with applications to linear regression
- Non-concave penalization in linear mixed-effect models and regularized selection of fixed effects
- Mixed models. Theory and applications with R
- International Encyclopedia of Statistical Science
- Robust and efficient estimation by minimising a density power divergence
- Robust Restricted Maximum Likelihood in Mixed Linear Models
- Robust Estimation in Generalized Linear Mixed Models
- Robust Analysis of Generalized Linear Mixed Models
- High-Breakdown Inference for Mixed Linear Models
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