Selection of Fixed Effects in High-dimensional Generalized Linear Mixed Models

Xi Yun Zhang; Zai Xing Li

doi:10.1007/s10114-023-2195-6

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JOURNAL ARTICLE

Selection of Fixed Effects in High-dimensional Generalized Linear Mixed Models

Xi Yun Zhang Zai Xing Li

Year: 2023 Journal: Acta Mathematica Sinica English Series Vol: 39 (6)Pages: 995-1021 Publisher: Springer Science+Business Media

DOI: 10.1007/s10114-023-2195-6

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Keywords:

Mathematics Curse of dimensionality Parametric statistics Applied mathematics Selection (genetic algorithm) Generalized linear mixed model Model selection Iterative method Covariance matrix Linear model Consistency (knowledge bases) Covariance Mathematical optimization Computer science Statistics Discrete mathematics Artificial intelligence

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Statistical Methods and Bayesian Inference

Physical Sciences → Mathematics → Statistics and Probability

Bayesian Methods and Mixture Models

Physical Sciences → Computer Science → Artificial Intelligence

Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Selection of Fixed Effects in High-dimensional Generalized Linear Mixed Models

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