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Sy-Miin Chow, Ph.D. - Publications

Institution:
University of Virginia, Charlottesville, VA
Area:
lifespan development
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52 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Ou L, Hunter MD, Lu Z, Stifter CA, Chow SM. Estimation of nonlinear mixed-effects continuous-time models using the continuous-discrete extended Kalman filter. The British Journal of Mathematical and Statistical Psychology. PMID 37674379 DOI: 10.1111/bmsp.12318  0.37
2023 Chen M, Chow SM, Oravecz Z, Ferrer E. Fitting Bayesian Stochastic Differential Equation Models with Mixed Effects through a Filtering Approach. Multivariate Behavioral Research. 1-25. PMID 36848197 DOI: 10.1080/00273171.2023.2171354  0.545
2022 Fredman SJ, Fischer MS, Baucom DH, Le Y, Taverna EC, Chow SM, Ram N, Marshall AD. PTSD Symptom Cluster Severity Predicts Momentary Emotion Dynamics During Couple Conversations. Behavior Therapy. 54: 330-345. PMID 36858763 DOI: 10.1016/j.beth.2022.09.004  0.505
2021 Li Y, Wood J, Ji L, Chow SM, Oravecz Z. Fitting Multilevel Vector Autoregressive Models in Stan, JAGS, and Mplus. Structural Equation Modeling : a Multidisciplinary Journal. 29: 452-475. PMID 35601030 DOI: 10.1080/10705511.2021.1911657  0.371
2020 Cole PM, Lougheed JP, Chow SM, Ram N. Development of Emotion Regulation Dynamics Across Early Childhood: a Multiple Time-Scale Approach. Affective Science. 1: 28-41. PMID 34734191 DOI: 10.1007/s42761-020-00004-y  0.576
2020 Park JJ, Chow SM, Fisher ZF, Molenaar PCM. Affect and Personality: Ramifications of Modeling (Non-)Directionality in Dynamic Network Models. European Journal of Psychological Assessment : Official Organ of the European Association of Psychological Assessment. 36: 1009-1023. PMID 34140761 DOI: 10.1027/1015-5759/a000612  0.318
2020 Fisher ZF, Chow SM, Molenaar PCM, Fredrickson BL, Pipiras V, Gates KM. A Square-Root Second-Order Extended Kalman Filtering Approach for Estimating Smoothly Time-Varying Parameters. Multivariate Behavioral Research. 1-19. PMID 33025834 DOI: 10.1080/00273171.2020.1815513  0.388
2020 Bastiaansen JA, Kunkels YK, Blaauw FJ, Boker SM, Ceulemans E, Chen M, Chow SM, de Jonge P, Emerencia AC, Epskamp S, Fisher AJ, Hamaker EL, Kuppens P, Lutz W, Meyer MJ, et al. Time to get personal? The impact of researchers choices on the selection of treatment targets using the experience sampling methodology. Journal of Psychosomatic Research. 137: 110211. PMID 32862062 DOI: 10.1016/J.Jpsychores.2020.110211  0.674
2020 Ji L, Chen M, Oravecz Z, Cummings EM, Lu ZH, Chow SM. A Bayesian Vector Autoregressive Model with Nonignorable Missingness in Dependent Variables and Covariates: Development, Evaluation, and Application to Family Processes. Structural Equation Modeling : a Multidisciplinary Journal. 27: 442-467. PMID 32601517 DOI: 10.1080/10705511.2019.1623681  0.325
2019 Li Y, Ji L, Oravecz Z, Brick TR, Hunter MD, Chow SM. dynr.mi: An R Program for Multiple Imputation in Dynamic Modeling. World Academy of Science, Engineering and Technology. 13: 302-311. PMID 31431819 DOI: 10.5281/Zenodo.3298841  0.421
2019 You D, Hunter M, Chen M, Chow SM. A Diagnostic Procedure for Detecting Outliers in Linear State-Space Models. Multivariate Behavioral Research. 1-25. PMID 31264463 DOI: 10.1080/00273171.2019.1627659  0.302
2019 Chow SM. Practical Tools and Guidelines for Exploring and Fitting Linear and Nonlinear Dynamical Systems Models. Multivariate Behavioral Research. 1-29. PMID 30950646 DOI: 10.1080/00273171.2019.1566050  0.418
2019 Lu ZH, Chow SM, Ram N, Cole PM. Zero-Inflated Regime-Switching Stochastic Differential Equation Models for Highly Unbalanced Multivariate, Multi-Subject Time-Series Data. Psychometrika. PMID 30859367 DOI: 10.1007/S11336-019-09664-7  0.618
2019 Ou L, Hunter M, Chow S. Whats for dynr: A Package for Linear and Nonlinear Dynamic Modeling in R The R Journal. 11: 91. DOI: 10.32614/Rj-2019-012  0.336
2018 Ji L, Chow SM, Schermerhorn AC, Jacobson NC, Cummings EM. Handling Missing Data in the Modeling of Intensive Longitudinal Data. Structural Equation Modeling : a Multidisciplinary Journal. 25: 715-736. PMID 31303745 DOI: 10.1080/10705511.2017.1417046  0.399
2018 Jacobson NC, Chow SM, Newman MG. The Differential Time-Varying Effect Model (DTVEM): A tool for diagnosing and modeling time lags in intensive longitudinal data. Behavior Research Methods. PMID 30120682 DOI: 10.3758/S13428-018-1101-0  0.383
2018 Chow SM, Ou L, Ciptadi A, Prince EB, You D, Hunter MD, Rehg JM, Rozga A, Messinger DS. Representing Sudden Shifts in Intensive Dyadic Interaction Data Using Differential Equation Models with Regime Switching. Psychometrika. PMID 29557080 DOI: 10.1007/S11336-018-9605-1  0.302
2017 Chow SM, Hoijtink H. Bayesian estimation and modeling: Editorial to the second special issue on Bayesian data analysis. Psychological Methods. 22: 609-615. PMID 29265845 DOI: 10.1037/Met0000169  0.38
2017 Morales S, Ram N, Buss KA, Cole PM, Helm JL, Chow SM. Age-related changes in the dynamics of fear-related regulation in early childhood. Developmental Science. PMID 29193491 DOI: 10.1111/Desc.12633  0.562
2017 Tang N, Chow SM, Ibrahim JG, Zhu H. Bayesian Sensitivity Analysis of a Nonlinear Dynamic Factor Analysis Model with Nonparametric Prior and Possible Nonignorable Missingness. Psychometrika. PMID 29030749 DOI: 10.1007/S11336-017-9587-4  0.358
2017 Feinberg ME, Xia M, Fosco GM, Heyman RE, Chow SM. Dynamical Systems Modeling of Couple Interaction: a New Method for Assessing Intervention Impact Across the Transition to Parenthood. Prevention Science : the Official Journal of the Society For Prevention Research. PMID 28597177 DOI: 10.1007/S11121-017-0803-3  0.381
2017 Lu ZH, Chow SM, Loken E. A comparison of Bayesian and frequentist model selection methods for factor analysis models. Psychological Methods. 22: 361-381. PMID 28594228 DOI: 10.1037/Met0000145  0.356
2017 Hoijtink H, Chow SM. Bayesian hypothesis testing: Editorial to the Special Issue on Bayesian data analysis. Psychological Methods. 22: 211-216. PMID 28594223 DOI: 10.1037/Met0000143  0.344
2017 Wood J, Oravecz Z, Vogel N, Benson L, Chow SM, Cole P, Conroy DE, Pincus AL, Ram N. Modeling Intraindividual Dynamics Using Stochastic Differential Equations: Age Differences in Affect Regulation. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences. PMID 28329860 DOI: 10.1093/Geronb/Gbx013  0.618
2017 Cole PM, Bendezú JJ, Ram N, Chow SM. Dynamical Systems Modeling of Early Childhood Self-Regulation. Emotion (Washington, D.C.). PMID 28080091 DOI: 10.1037/Emo0000268  0.585
2016 Helm JL, Ram N, Cole PM, Chow SM. Modeling Self-Regulation as a Process Using a Multiple Time-Scale Multiphase Latent Basis Growth Model. Structural Equation Modeling : a Multidisciplinary Journal. 23: 635-648. PMID 28255223 DOI: 10.1080/10705511.2016.1178580  0.58
2016 Ou L, Chow SM, Ji L, Molenaar PC. (Re)evaluating the Implications of the Autoregressive Latent Trajectory Model Through Likelihood Ratio Tests of Its Initial Conditions. Multivariate Behavioral Research. 1-22. PMID 27982700 DOI: 10.1080/00273171.2016.1259980  0.424
2016 Chow SM, Bendezú JJ, Cole PM, Ram N. A Comparison of Two-Stage Approaches for Fitting Nonlinear Ordinary Differential Equation Models with Mixed Effects. Multivariate Behavioral Research. 51: 154-184. PMID 27391255 DOI: 10.1080/00273171.2015.1123138  0.573
2016 Lu ZH, Chow SM, Loken E. Bayesian Factor Analysis as a Variable-Selection Problem: Alternative Priors and Consequences. Multivariate Behavioral Research. 1-21. PMID 27314566 DOI: 10.1080/00273171.2016.1168279  0.357
2016 Helm JL, Ram N, Cole PM, Chow SM. Modeling Self-Regulation as a Process Using a Multiple Time-Scale Multiphase Latent BasisGrowth Model Structural Equation Modeling. 1-14. DOI: 10.1080/10705511.2016.1178580  0.309
2015 Lu ZH, Chow SM, Sherwood A, Zhu H. Bayesian Analysis of Ambulatory Blood Pressure Dynamics with Application to Irregularly Spaced Sparse Data. The Annals of Applied Statistics. 9: 1601-1620. PMID 26941885 DOI: 10.1214/15-Aoas846  0.324
2015 Chow SM, Witkiewitz K, P P P Grasman R, Maisto SA. The cusp catastrophe model as cross-sectional and longitudinal mixture structural equation models. Psychological Methods. 20: 142-64. PMID 25822209 DOI: 10.1037/A0038962  0.34
2014 Hutton RS, Chow SM. Longitudinal Multi-Trait-State-Method Model Using Ordinal Data. Multivariate Behavioral Research. 49: 269-82. PMID 26735192 DOI: 10.1080/00273171.2014.903832  0.434
2014 Chow SM, Lu Z, Sherwood A, Zhu H. Fitting Nonlinear Ordinary Differential Equation Models with Random Effects and Unknown Initial Conditions Using the Stochastic Approximation Expectation-Maximization (SAEM) Algorithm. Psychometrika. PMID 25416456 DOI: 10.1007/S11336-014-9431-Z  0.303
2013 Chow SM, Grimm KJ, Filteau G, Dolan CV, McArdle JJ. Regime-Switching Bivariate Dual Change Score Model. Multivariate Behavioral Research. 48: 463-502. PMID 26742002 DOI: 10.1080/00273171.2013.787870  0.588
2013 Chow SM, Zhang G. Nonlinear regime-switching state-space (RSSS) models. Psychometrika. 78: 740-68. PMID 24092487 DOI: 10.1007/S11336-013-9330-8  0.44
2013 Chow SM, Grimm KJ, Filteau G, Dolan CV, McArdle JJ. Regime-Switching Bivariate Dual Change Score Model Multivariate Behavioral Research. 48: 463-502. DOI: 10.1080/00273171.2013.787870  0.521
2012 Song X, Tang N, Chow S. A Bayesian approach for generalized random coefficient structural equation models for longitudinal data with adjacent time effects Computational Statistics & Data Analysis. 56: 4190-4203. DOI: 10.1016/J.Csda.2012.04.016  0.426
2011 Chow SM, Zu J, Shifren K, Zhang G. Dynamic Factor Analysis Models With Time-Varying Parameters. Multivariate Behavioral Research. 46: 303-39. PMID 26741330 DOI: 10.1080/00273171.2011.563697  0.448
2011 Zhang G, Chow SM, Ong AD. A Sandwich-Type Standard Error Estimator of SEM Models with Multivariate Time Series Psychometrika. 76: 77-96. DOI: 10.1007/S11336-010-9189-X  0.354
2010 Schermerhorn AC, Chow SM, Cummings EM. Developmental family processes and interparental conflict: patterns of microlevel influences. Developmental Psychology. 46: 869-85. PMID 20604608 DOI: 10.1037/A0019662  0.317
2010 Chow S, Ho MR, Hamaker EL, Dolan CV. Equivalence and Differences Between Structural Equation Modeling and State-Space Modeling Techniques Structural Equation Modeling. 17: 303-332. DOI: 10.1080/10705511003661553  0.436
2010 Yang M, Chow S. Using State-Space Model with Regime Switching to Represent the Dynamics of Facial Electromyography (EMG) Data Psychometrika. 75: 744-771. DOI: 10.1007/S11336-010-9176-2  0.396
2010 Hsieh F, Ferrer E, Chen S, Chow S. Exploring the Dynamics of Dyadic Interactions via Hierarchical Segmentation Psychometrika. 75: 351-372. DOI: 10.1007/S11336-009-9146-8  0.578
2009 Chow SM, Hamaker EL, Allaire JC. Using Innovative Outliers to Detect Discrete Shifts in Dynamics in Group-Based State-Space Models. Multivariate Behavioral Research. 44: 465-96. PMID 26735593 DOI: 10.1080/00273170903103324  0.416
2009 Chow SM, Hamaker EL, Fujita F, Boker SM. Representing time-varying cyclic dynamics using multiple-subject state-space models. The British Journal of Mathematical and Statistical Psychology. 62: 683-716. PMID 19200409 DOI: 10.1348/000711008X384080  0.667
2007 Chow SM, Ferrer E, Nesselroade JR. An Unscented Kalman Filter Approach to the Estimation of Nonlinear Dynamical Systems Models. Multivariate Behavioral Research. 42: 283-321. PMID 26765489 DOI: 10.1080/00273170701360423  0.692
2007 Chow SM, Hamagani F, Nesselroade JR. Age differences in dynamical emotion-cognition linkages. Psychology and Aging. 22: 765-80. PMID 18179296 DOI: 10.1037/0882-7974.22.4.765  0.62
2005 Chow SM, Ram N, Boker SM, Fujita F, Clore G. Emotion as a thermostat: representing emotion regulation using a damped oscillator model. Emotion (Washington, D.C.). 5: 208-25. PMID 15982086 DOI: 10.1037/1528-3542.5.2.208  0.704
2005 Ram N, Chow SYM, Bowles RP, Wang L, Grimm K, Fujita F, Nesselroade JR. Examining interindividual differences in cyclicity of pleasant and unpleasant affects using spectral analysis and item response modeling Psychometrika. 70: 773-790. DOI: 10.1007/S11336-001-1270-5  0.734
2004 Chow SM, Nesselroade JR. General slowing or decreased inhibition? Mathematical models of age differences in cognitive functioning. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences. 59: P101-9. PMID 15118012 DOI: 10.1093/Geronb/59.3.P101  0.647
2004 Chow S, Nesselroade JR, Shifren K, McArdle JJ. Dynamic Structure of Emotions Among Individuals with Parkinson's Disease Structural Equation Modeling. 11: 560-582. DOI: 10.1207/S15328007Sem1104_4  0.422
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