Search Results - "Driver, Charles C."

Hierarchical Bayesian Continuous Time Dynamic Modeling by Driver, Charles C., Voelkle, Manuel C.

“…Continuous time dynamic models are similar to popular discrete time models such as autoregressive cross-lagged models, but through use of stochastic…”
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Dynamics of adolescents’ smartphone use and well-being are positive but ephemeral by Marciano, Laura, Driver, Charles C., Schulz, Peter J., Camerini, Anne-Linda

“…Well-being and smartphone use are thought to influence each other. However, previous studies mainly focused on one direction (looking at the effects of…”
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Dynamic modeling of practice effects across the healthy aging-Alzheimer’s disease continuum by Bender, Andrew R., Ganguli, Arkaprabha, Meiring, Melinda, Hampstead, Benjamin M., Driver, Charles C.

“…Standardized tests of learning and memory are sensitive to changes associated with both aging and superimposed neurodegenerative diseases. Unfortunately,…”
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Inference with cross-lagged effects-Problems in time by Driver, Charles C

“…The interpretation of cross-effects from vector autoregressive models to infer structure and causality among constructs is widespread and sometimes…”
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The Role of Time in the Quest for Understanding Psychological Mechanisms by Voelkle, Manuel C., Gische, Christian, Driver, Charles C., Lindenberger, Ulman

“…The lead-lag structure of multivariate time-ordered observations and the possibility to disentangle between-person (BP) from within-person (WP) sources of…”
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Formalizing developmental phenomena as continuous‐time systems: Relations between mathematics and language development by Driver, Charles C., Tomasik, Martin J.

“…We demonstrate how developmental theories may be instantiated as statistical models, using hierarchical continuous‐time dynamic systems. This approach offers a…”
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Continuous Time Structural Equation Modeling with R Package ctsem by Driver, Charles C., Oud, Johan H. L., Voelkle, Manuel C.

“…We introduce ctsem, an R package for continuous time structural equation modeling of panel (N > 1) and time series (N = 1) data, using full information maximum…”
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Bayesian Continuous-Time Rasch Models by Hecht, Martin, Hardt, Katinka, Driver, Charles C., Voelkle, Manuel C.

“…Continuous-time modeling offers a flexible approach to analyze longitudinal data from designs with unequally spaced measurement occasions. Measurement models…”
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Instructing Use of an Effective Strategy Improves Recognition Memory in Healthy Adults by Bender, Andrew R, Driver, Charles C, Hertzog, Christopher, Raz, Naftali

“…Abstract Objectives Age-related memory decrements correlate with metacognitive declines, including knowledge and deployment of effective mnemonic encoding…”
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Analyzing Longitudinal Multirater Data with Individually Varying Time Intervals by Koch, Tobias, Voelkle, Manuel C., Driver, Charles C.

“…Numerous models have been proposed for the analysis of convergent validity in longitudinal multimethod designs. However, existing multimethod models are…”
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Neural specificity of scene representations is related to memory performance in childhood by Fandakova, Yana, Leckey, Sarah, Driver, Charles C., Bunge, Silvia A., Ghetti, Simona

“…Successful memory encoding is supported by medial temporal, retrosplenial, and occipital regions, which show developmental differences in recruitment from…”
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Process-Based psychotherapy personalization: considering causality with continuous-time dynamic modeling by Moggia, Danilo, Bennemann, Björn, Schwartz, Brian, Hehlmann, Miriam I., Driver, Charles C., Lutz, Wolfgang

“…Psychotherapy can be improved by integrating the study of mediators (how it works) and moderators (for whom it works). To demonstrate this integration, we…”
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Personality and Health: Disentangling Their Between-Person and Within-Person Relationship in Three Longitudinal Studies by Luo, Jing, Zhang, Bo, Estabrook, Ryne, Graham, Eileen K., Driver, Charles C., Schalet, Benjamin D., Turiano, Nicholas A., Spiro, Avron, Mroczek, Daniel K.

“…Personality traits and physical health both change over the life span. Theoretical models and empirical evidence suggest that these changes are related. The…”
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SEM Based CARMA Time Series Modeling for Arbitrary N by Oud, Johan H.L., Voelkle, Manuel C., Driver, Charles C.

“…This article explains in detail the state space specification and estimation of first and higher-order autoregressive moving-average models in continuous time…”
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