• 931 Citations
  • 17 h-Index
20032020

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Article
2020

A Diagnostic Procedure for Detecting Outliers in Linear State–Space Models

You, D., Hunter, M., Chen, M. & Chow, S. M., Mar 3 2020, In : Multivariate Behavioral Research. 55, 2, p. 231-255 25 p.

Research output: Contribution to journalArticle

A Person- and Time-Varying Vector Autoregressive Model to Capture Interactive Infant-Mother Head Movement Dynamics

Chen, M., Chow, S. M., Hammal, Z., Messinger, D. S. & Cohn, J. F., 2020, (Accepted/In press) In : Multivariate Behavioral Research.

Research output: Contribution to journalArticle

2019

Exploring Sleep Dynamic of Mother-Infant Dyads Using a Regime-Switching Vector Autoregressive Model

Ji, L., Chow, S. M., Crosby, B. & Teti, D. M., Jan 1 2019, (Accepted/In press) In : Multivariate Behavioral Research.

Research output: Contribution to journalArticle

7 Scopus citations
1 Scopus citations
3 Scopus citations

What's for dynr: A package for linear and nonlinear dynamic modeling in R

Ou, L., Hunter, M. D. & Chow, S. M., Jun 1 2019, In : R Journal. 11, 1

Research output: Contribution to journalArticle

2 Scopus citations
2018

Age-related changes in the dynamics of fear-related regulation in early childhood

Morales, S., Ram, N., Buss, K. A., Cole, P. M., Helm, J. L. & Chow, S. M., Sep 2018, In : Developmental Science. 21, 5, e12633.

Research output: Contribution to journalArticle

7 Scopus citations
2 Scopus citations

Handling Missing Data in the Modeling of Intensive Longitudinal Data

Ji, L., Chow, S. M., Schermerhorn, A. C., Jacobson, N. C. & Cummings, E. M., Sep 3 2018, In : Structural Equation Modeling. 25, 5, p. 715-736 22 p.

Research output: Contribution to journalArticle

2 Scopus citations
6 Scopus citations

Representing Sudden Shifts in Intensive Dyadic Interaction Data Using Differential Equation Models with Regime Switching

Chow, S. M., Ou, L., Ciptadi, A., Prince, E. B., You, D., Hunter, M. D., Rehg, J. M., Rozga, A. & Messinger, D. S., Jun 1 2018, In : Psychometrika. 83, 2, p. 476-510 35 p.

Research output: Contribution to journalArticle

8 Scopus citations
2017
4 Scopus citations

A comparison of bayesian and frequentist model selection methods for factor analysis models

Lu, Z. H., Chow, S. M. & Loken, E., Jun 2017, In : Psychological Methods. 22, 2, p. 361-381 21 p.

Research output: Contribution to journalArticle

14 Scopus citations

Bayesian Estimation and Modeling: Editorial to the Second Special Issue on Bayesian Data Analysis

Chow, S. M. & Hoijtink, H., Dec 2017, In : Psychological Methods. 22, 4, p. 609-615 7 p.

Research output: Contribution to journalArticle

2 Scopus citations

Bayesian Sensitivity Analysis of a Nonlinear Dynamic Factor Analysis Model with Nonparametric Prior and Possible Nonignorable Missingness

Tang, N., Chow, S. M., Ibrahim, J. G. & Zhu, H., Dec 1 2017, In : Psychometrika. 82, 4, p. 875-903 29 p.

Research output: Contribution to journalArticle

4 Scopus citations
3 Scopus citations

Dynamical systems modeling of early childhood self-regulation

Cole, P. M., Bendezú, J. J., Ram, N. & Chow, S. M., Jun 2017, In : Emotion. 17, 4, p. 684-699 16 p.

Research output: Contribution to journalArticle

14 Scopus citations

How chronic self-regulatory stress, poor anger regulation, and momentary affect undermine treatment for alcohol use disorder: Integrating social action theory with the dynamic model of relapse

Maisto, S. A., Xie, F. C., Witkiewitz, K., Ewart, C. K., Connors, G. J., Zhu, H., Elder, G., Ditmar, M. & Chow, S. M., Mar 2017, In : Journal of Social and Clinical Psychology. 36, 3, p. 238-263 26 p.

Research output: Contribution to journalArticle

4 Scopus citations

Trajectories of mothers’ emotional availability: relations with infant temperament in predicting attachment security

Kim, B. R., Chow, S. M., Bray, B. & Teti, D. M., Jan 2 2017, In : Attachment and Human Development. 19, 1, p. 38-57 20 p.

Research output: Contribution to journalArticle

7 Scopus citations
2016

A Comparison of Two-Stage Approaches for Fitting Nonlinear Ordinary Differential Equation Models with Mixed Effects

Chow, S. M., Bendezú, J. J., Cole, P. M. & Ram, N., May 3 2016, In : Multivariate Behavioral Research. 51, 2-3, p. 154-184 31 p.

Research output: Contribution to journalArticle

9 Scopus citations

Bayesian Factor Analysis as a Variable-Selection Problem: Alternative Priors and Consequences

Lu, Z. H., Chow, S. M. & Loken, E., Jul 3 2016, In : Multivariate Behavioral Research. 51, 4, p. 519-539 21 p.

Research output: Contribution to journalArticle

21 Scopus citations
15 Scopus citations

Modeling Self-Regulation as a Process Usinga Multiple Time-Scale Multiphase Latent Basis Growth Model

Helm, J. L., Ram, N., Cole, P. M. & Chow, S. M., Sep 2 2016, In : Structural Equation Modeling. 23, 5, p. 635-648 14 p.

Research output: Contribution to journalArticle

4 Scopus citations

National institutes of health pathways to prevention workshop: Advancing research to prevent youth suicide

Little, T. D., Roche, K. M., Chow, S. M., Schenck, A. P. & Byam, L. A., Dec 6 2016, In : Annals of internal medicine. 165, 11, p. 795-799 5 p.

Research output: Contribution to journalArticle

5 Scopus citations
2015

Bayesian analysis of ambulatory blood pressure dynamics with application to irregularly spaced sparse data

Lu, Z. H., Chow, S. M., Sherwood, A. & Zhu, H., Sep 2015, In : Annals of Applied Statistics. 9, 3, p. 1601-1620 20 p.

Research output: Contribution to journalArticle

10 Scopus citations

The cusp catastrophe model as cross-sectional and longitudinal mixture structural equation models

Chow, S. M., Witkiewitz, K., Grasman, R. P. P. P. & Maisto, S. A., Mar 1 2015, In : Psychological Methods. 20, 1, p. 142-164 23 p.

Research output: Contribution to journalArticle

19 Scopus citations
2014

Analytic Standard Errors for Exploratory Process Factor Analysis

Zhang, G., Browne, M. W., Ong, A. D. & Chow, S. M., Jul 1 2014, In : Psychometrika. 79, 3, p. 444-469 26 p.

Research output: Contribution to journalArticle

1 Scopus citations

Longitudinal Multi-Trait-State-Method Model Using Ordinal Data

Hutton, R. S. & Chow, S. M., May 2014, In : Multivariate Behavioral Research. 49, 3, p. 269-282 14 p.

Research output: Contribution to journalArticle

2 Scopus citations
2013

Nonlinear Regime-Switching State-Space (RSSS) Models

Chow, S. M. & Zhang, G., Oct 1 2013, In : Psychometrika. 78, 4, p. 740-768 29 p.

Research output: Contribution to journalArticle

18 Scopus citations

Regime-Switching Bivariate Dual Change Score Model

Chow, S. M., Grimm, K. J., Filteau, G., Dolan, C. V. & McArdle, J. J., Jul 1 2013, In : Multivariate Behavioral Research. 48, 4, p. 463-502 40 p.

Research output: Contribution to journalArticle

17 Scopus citations
2012

A Bayesian approach for generalized random coefficient structural equation models for longitudinal data with adjacent time effects

Song, X. Y., Tang, N. S. & Chow, S. M., Dec 1 2012, In : Computational Statistics and Data Analysis. 56, 12, p. 4190-4203 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Bayesian Lasso for Semiparametric Structural Equation Models

Guo, R., Zhu, H., Chow, S. M. & Ibrahim, J. G., Jun 1 2012, In : Biometrics. 68, 2, p. 567-577 11 p.

Research output: Contribution to journalArticle

21 Scopus citations
2011

A Sandwich-Type Standard Error Estimator of SEM Models with Multivariate Time Series

Zhang, G., Chow, S-M. & Ong, A. D., Jan 1 2011, In : Psychometrika. 76, 1, p. 77-96 20 p.

Research output: Contribution to journalArticle

2 Scopus citations

Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior

Chow, S. M., Tang, N., Yuan, Y., Song, X. & Zhu, H., Feb 2011, In : British Journal of Mathematical and Statistical Psychology. 64, 1, p. 69-106 38 p.

Research output: Contribution to journalArticle

30 Scopus citations

Dynamic factor analysis models with time-varying parameters

Chow, S. M., Zu, J., Shifren, K. & Zhang, G., Mar 1 2011, In : Multivariate Behavioral Research. 46, 2, p. 303-339 37 p.

Research output: Contribution to journalArticle

31 Scopus citations
2010

Developmental Family Processes and Interparental Conflict: Patterns of Microlevel Influences

Schermerhorn, A. C., Chow, S. M. & Cummings, E. M., Jul 2010, In : Developmental psychology. 46, 4, p. 869-885 17 p.

Research output: Contribution to journalArticle

19 Scopus citations

Dynamic Infant-Parent Affect Coupling During the Face-to-Face/Still-Face

Chow, S. M., Haltigan, J. D. & Messinger, D. S., Feb 1 2010, In : Emotion. 10, 1, p. 101-114 14 p.

Research output: Contribution to journalArticle

43 Scopus citations

Equivalence and differences between structural equation modeling and state-space modeling techniques

Chow, S. M., Ho, M. H. R., Hamaker, E. L. & Dolan, C. V., Apr 2010, In : Structural Equation Modeling. 17, 2, p. 303-332 30 p.

Research output: Contribution to journalArticle

42 Scopus citations

Exploring the dynamics of dyadic interactions via hierarchical segmentation

Hsieh, F., Ferrer, E., Chen, S. C. & Chow, S. M., Mar 23 2010, In : Psychometrika. 75, 2, p. 351-372 22 p.

Research output: Contribution to journalArticle

8 Scopus citations

Using state-space model with regime switching to represent the dynamics of facial electromyography (EMG) data

Yang, M. & Chow, S. M., Dec 1 2010, In : Psychometrika. 75, 4, p. 744-771 28 p.

Research output: Contribution to journalArticle

15 Scopus citations
2009

Automated measurement of facial expression in infant - Mother interaction: A pilot study

Messinger, D. S., Mahoor, M. H., Chow, S. M. & Cohn, J. F., Jul 28 2009, In : Infancy. 14, 3, p. 285-305 21 p.

Research output: Contribution to journalArticle

70 Scopus citations

Representing time-varying cyclic dynamics using multiple-subject state-space models

Chow, S-M., Hamaker, E. L., Fujita, F. & Boker, S. M., Nov 1 2009, In : British Journal of Mathematical and Statistical Psychology. 62, 3, p. 683-716 34 p.

Research output: Contribution to journalArticle

16 Scopus citations

Using innovative outliers to detect discrete shifts in dynamics in group-based state-space models

Chow, S. M., Hamaker, E. L. & Allaire, J. C., Jan 1 2009, In : Multivariate Behavioral Research. 44, 4, p. 465-496 32 p.

Research output: Contribution to journalArticle

10 Scopus citations
2008

Continuous-time modelling of irregularly spaced panel data using a cubic spline model

Chow, S. M. & Zhang, G., Feb 1 2008, In : Statistica Neerlandica. 62, 1, p. 131-154 24 p.

Research output: Contribution to journalArticle

4 Scopus citations
2007

Age Differences in Dynamical Emotion-Cognition Linkages

Chow, S-M., Hamagami, F. & Nesselroade, J. R., Dec 1 2007, In : Psychology and Aging. 22, 4, p. 765-780 16 p.

Research output: Contribution to journalArticle

28 Scopus citations

An unscented kalman filter approach to the estimation of nonlinear dynamical systems models

Chow, S. M., Ferrer, E. & Nesselroade, J. R., Jan 1 2007, In : Multivariate Behavioral Research. 42, 2, p. 283-321 39 p.

Research output: Contribution to journalArticle

48 Scopus citations
2005

Emotion as a thermostat: Representing emotion regulation using a damped oscillator model

Chow, S. M., Ram, N., Fujita, F., Boker, S. M. & Clore, G., Jun 1 2005, In : Emotion. 5, 2, p. 208-225 18 p.

Research output: Contribution to journalArticle

115 Scopus citations