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Logistic Regression with Multiple Random Effects: A Simulation Study of Estimation Methods and Statistical Packages

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Several statistical packages are capable of estimating generalized linear mixed models and these packages provide one or more of three estimation methods: penalized quasi-likelihood, Laplace, and Gauss-Hermite. Many studies have investigated these methods' per... ...