Simplified partially observed quasi-information matrix

DOI10.1007/S00180-022-01221-8OpenAlexW4223532255MaRDI QIDQ6104408

Thuan Nguyen, Jiming Jiang

Publication date: 15 June 2023

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-022-01221-8

zbMATH Keywords

Fisher informationquasi-likelihoodasymptotic covariance matrixREMLnon-Gaussian linear mixed modelspoquim

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08)

Cites Work

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• Partially observed information and inference about non-Gaussian mixed linear models
• Linear and generalized linear mixed models and their applications.
• Quasi-likelihood and its application. A general approach to optimal parameter estimation
• Wald consistency and the method of sieves in REML estimation
• REML estimation: Asymptotic behavior and related topics
• Assessing the accuracy of the maximum likelihood estimator: Observed versus expected Fisher information
• ASYMPTOTIC PROPERTIES OF RESTRICTED MAXIMUM LIKELIHOOD (REML) ESTIMATES FOR HIERARCHICAL MIXED LINEAR MODELS

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