周期的な測定データを回帰モデルで表現する場合にMidline estimating statistic of rhythm (MESOR)というものが登場することがあります。
回帰モデル式 Y(t) = M + A*cos (2*pi*t / τ + φ) + e(t)
M: the MESOR (Midline Statistic Of Rhythm, a rhythm-adjusted mean
A: the amplitude (a measure of half the extent of predictable variation within a cycle)
φ: the φ is the acrophase (a measure of the time of overall high values recurring in each cycle)
τ: the period (duration of one cycle)
e(t): the error term
参考 Cosinor-based rhythmometry Germaine Cornelissen Theoretical Biology and Medical Modelling2014,11:16
- Cosinor-based rhythmometry Germaine Cornelissen Theoretical Biology and Medical Modelling2014,11:16
- REFINETTI et al. Procedures for numerical analysis of circadian rhythms. Biol Rhythm Res. 2007; 38(4): 275–325. doi: 10.1080/09291010600903692