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Meng Chen
Meng Chen
Assistant Professor
Geverifieerd e-mailadres voor usc.edu
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Time to get personal? The impact of researchers choices on the selection of treatment targets using the experience sampling methodology
JA Bastiaansen, YK Kunkels, FJ Blaauw, SM Boker, E Ceulemans, ...
Journal of psychosomatic research 137, 110211, 2020
1652020
A person-and time-varying vector autoregressive model to capture interactive infant-mother head movement dynamics
M Chen, SM Chow, Z Hammal, DS Messinger, JF Cohn
Multivariate behavioral research 56 (5), 739-767, 2021
282021
Stochastic differential equation models with time-varying parameters
M Chen, SM Chow, MD Hunter
Continuous time modeling in the behavioral and related sciences, 205-238, 2018
202018
A diagnostic procedure for detecting outliers in linear state–space models
D You, M Hunter, M Chen, SM Chow
Multivariate Behavioral Research 55 (2), 231-255, 2020
162020
A Bayesian vector autoregressive model with nonignorable missingness in dependent variables and covariates: Development, evaluation, and application to family processes
L Ji, M Chen, Z Oravecz, EM Cummings, ZH Lu, SM Chow
Structural equation modeling: a multidisciplinary journal 27 (3), 442-467, 2020
142020
Consequences of sampling frequency on the estimated dynamics of AR processes using continuous-time models.
R Batra, SK Johal, M Chen, E Ferrer
Psychological Methods, 2023
82023
Fitting Bayesian stochastic differential equation models with mixed effects through a filtering approach
M Chen, SM Chow, Z Oravecz, E Ferrer
Multivariate behavioral research 58 (5), 1014-1038, 2023
42023
Assessing dynamical associations in dyadic interactions across multiple time scales via a Bayesian hierarchical vector autoregressive model
M Chen, E Ferrer
Journal of Social and Personal Relationships 40 (4), 1079-1102, 2023
42023
Father–child physiological concordance on two timescales is differentially associated with paternal characteristics
X Zhang, LM Gatzke‐Kopp, M Chen, PM Cole, N Ram
Psychophysiology 59 (10), e14073, 2022
22022
SimDE App: Simulating and Visualizing Formal Theories Using Differential Equations
R Batra, ED Beck, M Chen, E Ferrer
OSF, 2024
12024
Translating psychological verbal theories into formal testable models of differential equations
M Chen, R Batra, ED Beck, E Ferrer
OSF, 2023
12023
What More Can We Do with Continuous-time Models? Model Fitting Approches for Mixed-effect Models and Non-normal Data
M Chen
12021
A Review of Nonparametric Models for Longitudinal Data
SM Chow, M Chen
Journal of Educational and Behavioral Statistics 45 (3), 369-373, 2020
12020
Incentivizing Tobacco Helpline Engagement in Persistent Poverty Counties: A Randomized Trial
DE Kendzor, M Davie, M Chen, J Hart, SG Frank-Pearce, MP Doescher, ...
American Journal of Preventive Medicine 68 (2), 336-347, 2025
2025
Ordinal Outcome State-Space Models for Intensive Longitudinal Data
TR Henry, LR Slipetz, A Falk, J Qiu, M Chen
psychometrika 89 (4), 1203-1229, 2024
2024
Symptom trajectories over time by cannabis use status among patients undergoing cancer treatment
T Niznik, LK Boozary, M Chen, AM Cohn, SV Ulahannan, CE Henson, ...
Scientific Reports 14 (1), 28319, 2024
2024
Associations between morning affect and later-day smoking urges and behavior.
L Benson, M Chen, I De La Torre, ET Hébert, A Alexander, CK Ra, ...
Psychology of Addictive Behaviors 38 (3), 277, 2024
2024
Screen Media Use Associations With Response Inhibition and Reward Processing in Young Children: Results From the ABCD Study
J Oliver, M Rundine, M Chen, S Frank-Pearce, F Breslin, L Boozary, ...
NEUROPSYCHOPHARMACOLOGY 48, 144-145, 2023
2023
Longitudinal models for assessing dynamics in dyadic data.
M Chen, E Ferrer, H Song
Handbook of Structural Equation Modeling, 640-652, 2022
2022
Dynamic Models with Regime-Switching
L Ou, MD Hunter, SM Chow, L Ji, M Chen, HJ Hung, J Lee, Y Li, J Park, ...
2021
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Artikelen 1–20