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Updated: Dec 17, 2025

A System for Tracking the Dynamics of Social Preference Behavior in Small Rodents
Published on: November 21, 2019
Identifying Qualitative Between-Subject and Within-Subject Variability: A Method for Clustering Regime-Switching
Lu Ou1, Alejandro Andrade1, Rosa A Alberto2
1ACTNext by ACT, Inc., Iowa City, IA, United States.
Abstract:
Technological advancement provides an unprecedented amount of high-frequency data of human dynamic processes. In this paper, we introduce an approach for characterizing qualitative between and within-subject variability from quantitative changes in the multi-subject time-series data. We present the statistical model and examine the strengths and limitations of the approach in potential applications using Monte Carlo simulations. We illustrate its usage in characterizing clusters of dynamics with phase transitions with real-time hand movement data collected on an embodied learning platform designed to foster mathematical learning.
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