2023
Ji, L., Li, Y., Potter, L., Lam, C., Nahum-Shani, I., Wetter, D., & Chow, S. (). Multiple imputation of missing data in multilevel ecological momentary assessments: an example using smoking cessation study data. Frontiers in Digital Health, 5. https://doi.org/10.3389/fdgth.2023.1099517
Jin, C., Osotsi, A., & Oravecz, Z. (). Predicting Adolescent Female Stress with Wearable Device Data Using Machine and Deep Learning. . https://doi.org/10.1109/BSN58485.2023.10331414
Fisher, Z. (). Machine Learning for Multiple-Subject Time Series Analysis. Annual Meeting of the Society for Multivariate Experimental Psychology.
Shenk, C., Olson, A., Olson, A., Dunning, E., Dunning, E., Shores, K., Ram, N., Fisher, Z., Felt, J., Chimed-Ochir, U., & Chimed-Ochir, U. (). Addressing Contamination Bias in Child Maltreatment Research: Innovative Methods for Enhancing the Accuracy of Causal Estimates: Innovative Methods in Child Maltreatment Research and Practice. . https://doi.org/10.1007/978-3-031-33739-0_2
Chow, S., Nahum-Shani, I., Baker, J., Spruijt-Metz, D., Allen, N., Auerbach, R., Dunton, G., Friedman, N., Intille, S., Klasnja, P., Marlin, B., Nock, M., Rauch, S., Pavel, M., Vrieze, S., Wetter, D., Kleiman, E., Brick, T., Perry, H., Wolff-Hughes, D., et al (). The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols. Translational Behavioral Medicine, 13(1), 7-16. https://doi.org/10.1093/tbm/ibac069
Ollero, M., Estrada, E., Hunter, M., & Cáncer, P. (). Characterizing Affect Dynamics With a Damped Linear Oscillator Model: Theoretical Considerations and Recommendations for Individual-Level Applications. Psychological Methods. https://doi.org/10.1037/met0000615
Park, J., Fisher, Z., Chow, S., P., Molenaar PCM, , & Molenaar, P. (). Evaluating Discrete Time Methods for Subgrouping Continuous Processes. Multivariate Behavioral Research, 1-13. https://doi.org/10.1080/00273171.2023.2235685
Hunter, M. (). State Space Mixture Modeling: Finding People with Similar Patterns of Change. Multivariate Behavioral Research. https://doi.org/10.1080/00273171.2023.2261224
Shenk, C., Shores, K., Ram, N., Felt, J., Felt, J., Chimed-Ochir, U., Olson, A., & Fisher, Z. (). Contamination in Observational Research on Child Maltreatment: A Conceptual and Empirical Review With Implications for Future Research. Child Maltreatment, 10775595231224472. https://doi.org/10.1177/10775595231224472
2022
Petrie, D., Fisher, Z., & Geier, C. (). Examining the Influence of Training on the Balance Between Goal-Directed and Habitual Control using Time-varying GAM Models in Adolescents and Young Adults.: The International Congress for Integrative Developmental Cognitive Neuroscience (Flux). .
Bollen, K., Fisher, Z., Brehm, C., Lilly, A., Luo, L., & Ye, A. (). Fifty Years of Structural Equation Models (SEMs): A History of Generalization, Unification, and Diffusion.. Social Science Review, 107, 40.
Bollen, K., Fisher, Z., Lilly, A., Brehm, C., Luo, L., Martinez, A., & Ye, A. (). Fifty years of structural equation modeling: A history of generalization, unification, and diffusion. Social Science Research, 107. https://doi.org/10.1016/j.ssresearch.2022.102769
Lee, T., Fisher, Z., & Gatkze-Kopp, L. (). Performance Monitoring and its Development – A Cognitive Systems Approach.. Psychophysiology, 58(51).
Ciston, A., Forster, C., Brick, T., Kühn, S., Verrel, J., & Filevich, E. (). Do I look like I'm sure?: Partial metacognitive access to the low-level aspects of one's own facial expressions. Cognition, 225. https://doi.org/10.1016/j.cognition.2022.105155
Fisher, Z., Kim, Y., Fredrickson, B., & Pipiras, V. (). Penalized Estimation and Forecasting of Multiple Subject Intensive Longitudinal Data. Psychometrika, 87(2), 1-29. https://doi.org/10.1007/s11336-021-09825-7
Schneider, J., Matyjek, M., Weigand, A., Dziobek, I., & Brick, T. (). Subjective and objective difficulty of emotional facial expression perception from dynamic stimuli. PLoS One, 17(6). https://doi.org/10.1371/journal.pone.0269156
Hunter, M., Fatimah, H., & Bornovalova, M. (). Two Filtering Methods of Forecasting Linear and Nonlinear Dynamics of Intensive Longitudinal Data. Psychometrika, 87(2), 477-505. https://doi.org/10.1007/s11336-021-09827-5
Hunter, M., Fatimah, H., & Bornovalova, M. (). Erratum to: Two Filtering Methods of Forecasting Linear and Nonlinear Dynamics of Intensive Longitudinal Data (Psychometrika, (2022), 87, 2, (477-505), 10.1007/s11336-021-09827-5). Psychometrika, 87(2), 797. https://doi.org/10.1007/s11336-022-09862-w
Luo, L., Fisher, Z., Arizmendi, C., Molenaar, P., Beltz, A., & Gates, K. (). Estimating Both Directed and Undirected Contemporaneous Relations in Time Series Data Using Hybrid-Group Iterative Multiple Model Estimation. Psychological Methods, 28(1), 189-206. https://doi.org/10.1037/met0000485
Bustamante, D., Amstadter, A., Pritikin, J., Brick, T., & Neale, M. (). Associations Between Traumatic Stress, Brain Volumes and Post-traumatic Stress Disorder Symptoms in Children: Data from the ABCD Study. Behavior Genetics, 52(2), 75-91. https://doi.org/10.1007/s10519-021-10092-6
Mascherek, A., Weber, S., Riebandt, K., Cassanello, C., Leicht, G., Brick, T., Gallinat, J., & Kühn, S. (). On the relation between a green and bright window view and length of hospital stay in affective disorders. Psychiatrie et Psychobiologie, 65(1). https://doi.org/10.1192/j.eurpsy.2022.9
Heshmati, S., & Oravecz, Z. (). I feel loved when other people feel loved: Cultural congruence in beliefs on love is related to well-being. Journal of Social and Personal Relationships, 39(2), 347-371. https://doi.org/10.1177/02654075211036510
Hunter, M., McKee, K., & Turkheimer, E. (). Simulated nonlinear genetic and environmental dynamics of complex traits. Development and Psychopathology. https://doi.org/10.1017/S0954579421001796
Petrie, D., Knapp, K., Freet, C., Brick, T., Deneke, E., Cleveland, H., Brick, T., Bunce, S., Cleveland, H., & Bunce, S. (). Prefrontal cortical response to natural rewards and self-reported anhedonia are associated with greater craving among recently withdrawn patients in residential treatment for opioid use disorder. Journal of Electrophysiological Techniques, 190, 32-41. https://doi.org/10.1016/j.brainresbull.2022.09.012
Nowak, U., Wood, J., Dinu, A., Wittkamp, M., Clamor, A., Oravecz, Z., & Lincoln, T. (). Are Paranoid Ideation and Hallucination Spectrum Experiences Differently Associated With Affect Dynamics? A Continuous-Time Modeling Approach. Emotion. https://doi.org/10.1037/emo0001150