• 931 Citations
  • 17 h-Index
20032020

Research output per year

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Research Output

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

Efficient Algorithms towards Network Intervention

Hung, H. J., Lee, W. C., Yang, D. N., Shen, C. Y., Lei, Z. & Chow, S. M., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 2021-2031 11 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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 hypothesis testing: Editorial to the special issue on Bayesian data analysis

Hoijtink, H. & Chow, S. M., Jun 2017, In : Psychological Methods. 22, 2, p. 211-216 6 p.

Research output: Contribution to journalEditorial

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

What can physicians learn from social forums: Insights from an on-line self help and support group

Chow, S. M., Kumar, A., Ouyang, A., Zhong, B., Lee, J. & Inverso, N., Nov 16 2017, 2017 IEEE 7th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2017. Institute of Electrical and Electronics Engineers Inc., 8114302. (IEEE International Conference on Computational Advances in Bio and Medical Sciences, ICCABS; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Preface

Van Der Ark, L. A., Bolt, D. M., Wang, W. C., Douglas, J. A. & Chow, S-M., Jan 1 2015, In : Springer Proceedings in Mathematics and Statistics. 140, p. V

Research output: Contribution to journalEditorial

Preface

Van Der Ark, L. A., Bolt, D. M., Wang, W. C., Douglas, J. A. & Chow, S-M., Aug 8 2015, Quantitative Psychology Research: The 79th Annual Meeting of the Psychometric Society, Madison, Wisconsin, 2014. Springer International Publishing, Vol. 140. p. v

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

1 Scopus citations

Quantitative Psychology Research: The 79th Annual Meeting of the Psychometric Society, Madison, Wisconsin, 2014

Van Der Ark, L. A., Bolt, D. M., Wang, W. C., Douglas, J. A. & Chow, S-M., Aug 8 2015, Springer International Publishing. 387 p.

Research output: Book/ReportBook

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

Early Emotional Communication: Novel Approaches to Interaction

Messinger, D. S., Mahoor, M. H., Chow, S. M., Haltigan, J. D., Cadavid, S. & Cohn, J. F., Jan 23 2014, Social Emotions in Nature and Artifact. Oxford University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

3 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

Introduction and section overview

Chow, S. M. & Hsieh, F., Jan 1 2012, Statistical Methods for Modeling Human Dynamics: An Interdisciplinary Dialogue. Taylor and Francis, p. 1-10 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Preface

Chow, S-M. & Hsieh, F., Jan 1 2012, Statistical Methods for Modeling Human Dynamics: An Interdisciplinary Dialogue. Taylor and Francis, p. xi-xiv

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

Statistical methods for modeling human dynamics: An interdisciplinary dialogue

Chow, S-M. & Hsieh, F., Jan 1 2012, Taylor and Francis. 428 p.

Research output: Book/ReportBook

3 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

The Future of Emotions Research within Positive Psychology

Algoe, S. B., Fredrickson, B. L. & Chow, S. M., May 1 2011, Designing Positive Psychology: Taking Stock and Moving Forward. Oxford University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

9 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