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stat.ME2024
Penalized Subgrouping of Heterogeneous Time Series
Christopher M. Crawford, Jonathan J. Park, Sy-Miin Chow +3
Interest in the study and analysis of dynamic processes in the social, behavioral, and health sciences has burgeoned in recent years due to the increased availability of intensive…
stat.ME2020
A Square-Root Second-Order Extended Kalman Filtering Approach for Estimating Smoothly Time-Varying Parameters
Zachary F. Fisher, Sy-Miin Chow, Peter C. M. Molenaar +3
Researchers collecting intensive longitudinal data (ILD) are increasingly looking to model psychological processes, such as emotional dynamics, that organize and adapt across time…