Multivariate Generalized Linear Mixed Models Using R

Introduction. Generalized Linear Models for Continuous/Interval Scale Data. Generalized Linear Models for Other Types of Data. Family of Generalized Linear Models. Mixed Models for Continuous/Interval Scale Data. Mixed Models for Binary Data. Mixed Models for Ordinal Data. Mixed Models for Count Data. Family of Two-Level Generalized Linear Models. Three-Level Generalized Linear Models. Models for Multivariate Data. Models for Duration and Event History Data. Stayers, Non-Susceptibles, and Endpoints. Handling Initial Conditions/State Dependence in Binary Data. Incidental Parameters: An Empirical Comparison of Fixed Effects and Random Effects Models. Appendices. Bibliography.

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• Metodologia psicológica
• Probabilidade e Estatística

Multivariate Generalized Linear Mixed Models;Adaptive Quadrature;fixed effects;Dummy Variables;random effects;Generalized Linear Models;heirarchical models;Times Log Likelihoods;multiilevel models;Random Intercept;bimary data;Parameter Estimates;count data;Explanatory Variables;Mixed Generalized Linear Model;Mixed Poisson Model;Binary Response Model;Linear Predictor;Poisson Model;Ordered Response Models;Random Effects Model;Trade Union Membership;Interval Scale Data;Multi-level Data;Binary Response;Probit Model;Cumulative Distribution Function;Residual Degrees;Incidental Parameters;Intraclass Correlation;Psychological Distress Score