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Computation and application of generalized linear mixed model derivatives using lme4 |
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| Authors: | Wang Ting Graves Benjamin Rosseel Yves Merkle Edgar C. |
| Affiliation: | 1.American Board of Family Medicine, Lexington, KY, USA ;2.University of Missouri, Columbia, MO, USA ;3.Ghent University, Ghent, Belgium ;4.University of Missouri, Columbia, MO, USA ; |
| Abstract: | Psychometrika - Maximum likelihood estimation of generalized linear mixed models (GLMMs) is difficult due to marginalization of the random effects. Derivative computations of a fitted GLMM’s... |
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