KG
Katie Gates
@kgates.bsky.social
Professor of #quantpsych. Peoples' processes might be different, let's figure out how to model this #rstats. 🏳️🌈
282 followers103 following14 posts
Really cool work using penalization to uncover subgroup-specific dynamics in ILD data using VAR.
We have a new preprint! I'm excited to share recent work related to modeling multiple-subject, multivariate time series. We extend the multi-VAR framework to allow for data-driven identification and penalized estimation of subgroup-specific dynamics. arxiv.org/abs/2409.03085
Penalized Subgrouping of Heterogeneous Time Series
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 longitudinal...
Thanks, Katie!
KG
Katie Gates
@kgates.bsky.social
Professor of #quantpsych. Peoples' processes might be different, let's figure out how to model this #rstats. 🏳️🌈
282 followers103 following14 posts