Structural Equation Modeling: A Multidisciplinary Journal, Volume 24, Issue 2 (2017)

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Structural Equation Modeling: A Multidisciplinary Journal, Volume 24, Issue 2 (2017)

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Novel Approaches in Mixture Modeling

Introduction

Introduction
Novel Approaches in Mixture Modeling
Gitta Lubke & Kevin J. Grimm
Pages: 157-158
Published online: 09 Jan 2017
AbstractforNovel Approaches in Mixture Modeling | Full Text | PDF (53.8 KB)
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Articles

Article
An Empirical Assessment of the Sensitivity of Mixture Models to Changes in Measurement
Veronica T. Cole, Daniel J. Bauer, Andrea M. Hussong & Michael L. Giordano
Pages: 159-179
Published online: 13 Jan 2017
AbstractforAn Empirical Assessment of the Sensitivity of Mixture Models to Changes in Measurement | Full Text | References | PDF (691 KB)
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Article
Measurement Invariance and Differential Item Functioning in Latent Class Analysis With Stepwise Multiple Indicator Multiple Cause Modeling
Katherine E. Masyn
Pages: 180-197
Published online: 09 Jan 2017
AbstractforMeasurement Invariance and Differential Item Functioning in Latent Class Analysis With Stepwise Multiple Indicator Multiple Cause Modeling | Full Text | References | PDF (541.4 KB) | Supplemental
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Article
Using Bayesian Statistics to Model Uncertainty in Mixture Models: A Sensitivity Analysis of Priors
Sarah Depaoli, Yuzhu Yang & John Felt
Pages: 198-215
Published online: 16 Dec 2016
AbstractforUsing Bayesian Statistics to Model Uncertainty in Mixture Models: A Sensitivity Analysis of Priors | Full Text | References | PDF (477.2 KB)
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Article
Power and Type I Error of Local Fit Statistics in Multilevel Latent Class Analysis
Erwin Nagelkerke, Daniel L. Oberski & Jeroen K. Vermunt
Pages: 216-229
Published online: 21 Dec 2016
AbstractforPower and Type I Error of Local Fit Statistics in Multilevel Latent Class Analysis | Full Text | References | PDF (167.8 KB)
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Open Access
Article
Assessing Model Selection Uncertainty Using a Bootstrap Approach: An Update
Gitta H. Lubke, Ian Campbell, Dan McArtor, Patrick Miller, Justin Luningham & Stéphanie M. van den Berg
Pages: 230-245
Published online: 05 Dec 2016
AbstractforAssessing Model Selection Uncertainty Using a Bootstrap Approach: An Update | Full Text | References | PDF (513 KB)
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Article
Model Selection in Finite Mixture Models: A k-Fold Cross-Validation Approach
Kevin J. Grimm, Gina L. Mazza & Pega Davoudzadeh
Pages: 246-256
Published online: 05 Dec 2016
AbstractforModel Selection in Finite Mixture Models: A k-Fold Cross-Validation Approach | Full Text | References | PDF (367.7 KB)
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Article
Dynamic Latent Class Analysis
Tihomir Asparouhov, Ellen L. Hamaker & Bengt Muthén
Pages: 257-269
Published online: 21 Dec 2016
AbstractforDynamic Latent Class Analysis | Full Text | References | PDF (209.7 KB)
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Article
A Comparison of Methods for Uncovering Sample Heterogeneity: Structural Equation Model Trees and Finite Mixture Models
Ross Jacobucci, Kevin J. Grimm & John J. McArdle
Pages: 270-282
Published online: 07 Dec 2016
AbstractforA Comparison of Methods for Uncovering Sample Heterogeneity: Structural Equation Model Trees and Finite Mixture Models | Full Text | References | PDF (444.2 KB)
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Article
Pattern Mixture Models for Quantifying Missing Data Uncertainty in Longitudinal Invariance Testing
Sonya K. Sterba
Pages: 283-300
Published online: 23 Dec 2016
AbstractforPattern Mixture Models for Quantifying Missing Data Uncertainty in Longitudinal Invariance Testing | Full Text | References | PDF (462.5 KB)
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Article
Studying the Strength of Prediction Using Indirect Mixture Modeling: Nonlinear Latent Regression with Heteroskedastic Residuals
Johanna M. de Kort, Conor V. Dolan, Gitta H. Lubke & Dylan Molenaar
Pages: 301-313
Published online: 29 Nov 2016
AbstractforStudying the Strength of Prediction Using Indirect Mixture Modeling: Nonlinear Latent Regression with Heteroskedastic Residuals | Full Text | References | PDF (571.5 KB)
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