A Reproducible Dependence-Aware Multilevel Framework for Repeated Multimodal Data in Human–Computer Interaction
Repeated multimodal experiments in human–computer interaction (HCI) generate hierarchically and temporally structured data, making analyses that treat sensor-derived observations as independent vulnerable to invalid inference. The primary contribution of this study is a reproducible, dependence-aware multilevel framewo...