Choice of Link Functions for Generalized Linear Mixed Models in Meta-Analyses of Proportions. [PDF]
Siegel LK +5 more
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Pseudobulk with proper offsets has the same statistical properties as generalized linear mixed models in single-cell case-control studies. [PDF]
Lee H, Han B.
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Flagging unusual clusters based on linear mixed models using weighted and self-calibrated predictors. [PDF]
McCulloch CE, Neuhaus JM, Boylan RD.
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Maintaining the validity of inference from linear mixed models in stepped-wedge cluster randomized trials under misspecified random-effects structures. [PDF]
Ouyang Y, Taljaard M, Forbes AB, Li F.
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Prediction of Junior High School Students' Problematic Internet Use: The Comparison of Neural Network Models and Linear Mixed Models in Longitudinal Study. [PDF]
Tian M +8 more
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Application of factor analytic and spatial mixed models for the analysis of multi-environment trials in common bean (Phaseolus vulgaris L.) in Ethiopia. [PDF]
Argaw T, Fenta BA, Assefa E.
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Functional Mixed Effects Models
Biometrics, 2002Summary.In this article, a new class of functional models in which smoothing splines are used to model fixed effects as well as random effects is introduced. The linear mixed effects models are extended to non‐parametric mixed effects models by introducing functional random effects, which are modeled as realizations of zero‐mean stochastic processes ...
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Improvement of mixed predictors in linear mixed models
Journal of Applied Statistics, 2020In this paper, we introduce stochastic-restricted Liu predictors which will be defined by combining in a special way the two approaches followed in obtaining the mixed predictors and the Liu predictors in the linear mixed models. Superiorities of the linear combination of the new predictor to the Liu and mixed predictors are done in the sense of mean ...
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