3 papers
stat.AP2025
Two-Stage Trigonometric Regression for Modeling Circadian Rhythms
Michael T. Gorczyca, Jenna D. Li, Charissa M. Newkirk +2
Gene expression levels, hormone secretion, and internal body temperature each oscillate over an approximately 24-hour cycle, or display circadian rhythms. Many circadian biology st…
stat.AP2025
LassoRNet: Accurate dim-light melatonin onset time prediction from multiple blood tissue samples
Michael T. Gorczyca, Tavish M. McDonald, Brandon Oppong-Antwi
Research on chemotherapy, heart surgery, and vaccines has indicated that the risks and benefits of a treatment could vary depending on the time of day it is administered. A challen…
stat.ME2024
On Weighted Trigonometric Regression for Suboptimal Designs in Circadian Biology Studies
Michael Gorczyca, Justice Sefas
Studies in circadian biology often use trigonometric regression to model phenomena over time. Ideally, protocols in these studies would collect samples at evenly distributed and eq…