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Original Articles

Maximum Likelihood Dynamic Factor Modeling for Arbitrary N and T Using SEM

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Pages 329-350 | Published online: 31 Jul 2012

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David Jendryczko. (2022) Multiple Group Structural Equation Modeling of the Social Relations Model. Structural Equation Modeling: A Multidisciplinary Journal 29:5, pages 791-799.
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Manuel Arnold, Daniel L. Oberski, Andreas M. Brandmaier & Manuel C. Voelkle. (2020) Identifying Heterogeneity in Dynamic Panel Models with Individual Parameter Contribution Regression. Structural Equation Modeling: A Multidisciplinary Journal 27:4, pages 613-628.
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Zachary F. Fisher, Kenneth A. Bollen & Kathleen M. Gates. (2019) A Limited Information Estimator for Dynamic Factor Models. Multivariate Behavioral Research 54:2, pages 246-263.
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Manuel C. Voelkle, Christian Gische, Charles C. Driver & Ulman Lindenberger. (2018) The Role of Time in the Quest for Understanding Psychological Mechanisms. Multivariate Behavioral Research 53:6, pages 782-805.
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Michael D. Hunter. (2018) State Space Modeling in an Open Source, Modular, Structural Equation Modeling Environment. Structural Equation Modeling: A Multidisciplinary Journal 25:2, pages 307-324.
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Johan H.L. Oud, Manuel C. Voelkle & Charles C. Driver. (2018) SEM Based CARMA Time Series Modeling for Arbitrary N. Multivariate Behavioral Research 53:1, pages 36-56.
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Janne K. Adolf, Manuel C. Voelkle, Annette Brose & Florian Schmiedek. (2017) Capturing Context-Related Change in Emotional Dynamics via Fixed Moderated Time Series Analysis. Multivariate Behavioral Research 52:4, pages 499-531.
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Manuel C. Voelkle, Annette Brose, Florian Schmiedek & Ulman Lindenberger. (2014) Toward a Unified Framework for the Study of Between-Person and Within-Person Structures: Building a Bridge Between Two Research Paradigms. Multivariate Behavioral Research 49:3, pages 193-213.
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Hairong Song & Zhiyong Zhang. (2014) Analyzing Multiple Multivariate Time Series Data Using Multilevel Dynamic Factor Models. Multivariate Behavioral Research 49:1, pages 67-77.
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Yenni Angraini, Toni Toharudin, Henk Folmer & JohanH. L. Oud. (2014) The Relationships between Individualism, Nationalism, Ethnocentrism, and Authoritarianism in Flanders: A Continuous Time-Structural Equation Modeling Approach. Multivariate Behavioral Research 49:1, pages 41-53.
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Adrian Meier, Ine Beyens, Teun Siebers, J Loes Pouwels & Patti M Valkenburg. (2023) Habitual social media and smartphone use are linked to task delay for some, but not all, adolescents. Journal of Computer-Mediated Communication 28:3.
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Savannah Boele, Anne Bülow, Amaranta de Haan, Jaap. J. A. Denissen & Loes Keijsers. (2023) Better, for worse, or both? Testing environmental sensitivity models with parenting at the level of individual families. Development and Psychopathology, pages 1-17.
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George Aalbers, Mariek M. P. vanden Abeele, Andrew T. Hendrickson, Lieven de Marez & Loes Keijsers. (2021) Caught in the moment: Are there person-specific associations between momentary procrastination and passively measured smartphone use?. Mobile Media & Communication 10:1, pages 115-135.
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Johan H. L. Oud. 2020. Encyclopedia of Quality of Life and Well-Being Research. Encyclopedia of Quality of Life and Well-Being Research 1 5 .
Jessica C. Bühler & Urs Maurer. 2022. Handbook of Literacy in Diglossia and in Dialectal Contexts. Handbook of Literacy in Diglossia and in Dialectal Contexts 167 192 .
Ine Beyens, J. Loes Pouwels, Irene I. van Driel, Loes Keijsers & Patti M. Valkenburg. (2021) Social Media Use and Adolescents’ Well-Being: Developing a Typology of Person-Specific Effect Patterns. Communication Research, pages 009365022110381.
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J. Loes Pouwels, Patti M. Valkenburg, Ine Beyens, Irene I. van Driel & Loes Keijsers. (2021) Some socially poor but also some socially rich adolescents feel closer to their friends after using social media. Scientific Reports 11:1.
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Merel M. Nap-van der Vlist, Jan Houtveen, Geertje W. Dalmeijer, Martha A. Grootenhuis, Cornelis K. van der Ent, Martine van Grotel, Joost F. Swart, Joris M. van Montfrans, Elise M. van de Putte & Sanne L. Nijhof. (2021) Internet and smartphone-based ecological momentary assessment and personalized advice (PROfeel) in adolescents with chronic conditions: A feasibility study. Internet Interventions 25, pages 100395.
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Steffen Nestler & Sarah Humberg. (2021) Gimme’s ability to recover group-level path coefficients and individual-level path coefficients. Methodology 17:1, pages 58-91.
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Patti Valkenburg, Ine Beyens, J Loes Pouwels, Irene I van Driel & Loes Keijsers. (2021) Social Media Use and Adolescents’ Self-Esteem: Heading for a Person-Specific Media Effects Paradigm. Journal of Communication 71:1, pages 56-78.
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Sigert Ariens, Eva Ceulemans & Janne K. Adolf. (2020) Time series analysis of intensive longitudinal data in psychosomatic research: A methodological overview. Journal of Psychosomatic Research 137, pages 110191.
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Timo von Oertzen, Florian Schmiedek & Manuel C. Voelkle. (2020) Ergodic Subspace Analysis. Journal of Intelligence 8:1, pages 3.
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Eeske Roekel, Loes Keijsers & Joanne M. Chung. (2019) A Review of Current Ambulatory Assessment Studies in Adolescent Samples and Practical Recommendations. Journal of Research on Adolescence 29:3, pages 560-577.
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Johan H. L. Oud, Manuel C. Voelkle & Charles C. Driver. 2018. Continuous Time Modeling in the Behavioral and Related Sciences. Continuous Time Modeling in the Behavioral and Related Sciences 1 26 .
Manuel C. Voelkle & Jenny Wagner. 2017. Personality Development Across the Lifespan. Personality Development Across the Lifespan 497 516 .
Annette Brose, Manuel C. Voelkle, Martin Lövdén, Ulman Lindenberger & Florian Schmiedek. (2015) Differences in the Between–Person and Within–Person Structures of Affect Are A Matter of Degree. European Journal of Personality 29:1, pages 55-71.
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Timo von Oertzen & Timothy R. Brick. (2013) Efficient Hessian computation using sparse matrix derivatives in RAM notation. Behavior Research Methods 46:2, pages 385-395.
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