Biostatistics
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MCAnalysis: A Standardized Open-Source Pipeline for Modeling Menstrual Cycle Effects in Wearable and Self-Reported Health Data
MCAnalysis is an open-source R/Python package implementing a Fourier-basis generalized additive model (GAM) to quantify menstrual cycle effects in digital health data. It provides an end-to-end pipeline covering cycle labeling, physiological plausibility filtering, outcome normalization, cyclic GAM …