Concepedia

Dynamic structural equation models with binary and ordinal outcomes in Mplus

Daniel McNeish, Jennifer A. Somers, Andrea Savord

Behavior Research Methods · 2023 · 29 citations · 64 references

Open access

Concepts

Public HealthBehavioral SciencesBiostatisticsExperimental DesignIndividual DifferencesPsychometricsBinary Response ModelsGeneralized Linear ModelsLongitudinal Outcomes AnalysisStructural Equation ModelingBinary Longitudinal ModelsCategorical Response ModelingDynamic ModelsDynamic Structural Equation ModelingEcological Momentary AssessmentLikert Response StylesOrdinal Longitudinal ModelsProbit Regression

References

64

Inference from Iterative Simulation Using Multiple Sequences

Andrew Gelman, Donald B. Rubin · Statistical Science · 1992 · 16.7K citations · Full text

Natural Sciences, Biostatistics, Bayesian Data Analysis +15

Biases in Dynamic Models with Fixed Effects

Stephen Nickell · Econometrica · 1981 · 8.6K citations

Public Health, Business Economics, Economics +13

General Methods for Monitoring Convergence of Iterative Simulations

Stephen P. Brooks, Andrew Gelman · Journal of Computational and Graphical Statistics · 1998 · 6.1K citations

Computing, Biostatistics, Experimental Design +14

Regression Models for Ordinal Data

Peter McCullagh · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1980 · 4.4K citations

Business, Biostatistics, Econometrics +13

Handbook of Structural Equation Modeling

Structural Equation Modeling A Multidisciplinary Journal · 2013 · 3.5K citations

Social Sciences, Biostatistics, Psychology +11