Scalable logistic regression with crossed random effects
From MaRDI portal
Publication:2084457
DOI10.1214/22-EJS2047MaRDI QIDQ2084457
Swarnadip Ghosh, Art B. Owen, Trevor Hastie
Publication date: 18 October 2022
Published in: Electronic Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2105.13747
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- Likelihood approximation by numerical integration on sparse grids
- Efficient moment calculations for variance components in large unbalanced crossed random effects models
- Linear smoothers and additive models
- Quasi-Monte Carlo for highly structured generalised response models
- Backfitting for large scale crossed random effects regressions
- Prediction of Random Effects in Linear and Generalized Linear Models under Model Misspecification
- Robust Estimation of Variance Components
- Estimation in generalized linear models with random effects
- Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems
- Empirical Bayes methods for two-way contingency tables
- Approximate Inference in Generalized Linear Mixed Models
- ESTIMATION AND INFERENCE FOR VERY LARGE LINEAR MIXED EFFECTS MODELS
- Scalable inference for crossed random effects models
- High-dimensional integration: The quasi-Monte Carlo way