279 citations · 581 across the 11 of their papers we have counts for
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stat.ME2020★ 29 cited
Computation and application of generalized linear mixed model derivatives using lme4
Ting Wang, Benjamin Graves, Yves Rosseel +1
Maximum likelihood estimation of generalized linear mixed models(GLMMs) is difficult due to marginalization of the random effects. Computing derivatives of a fitted GLMM's likeliho…
stat.CO2020★ 100 cited
Efficient Bayesian Structural Equation Modeling in Stan
Edgar C. Merkle, Ellen Fitzsimmons, James Uanhoro +1
Structural equation models comprise a large class of popular statistical models, including factor analysis models, certain mixed models, and extensions thereof. Model estimation is…