Conditional Spectral Analysis of Replicated Multiple Time Series With Application to Nocturnal Physiology
重复观测多元时间序列的条件谱分析：夜间生理应用
This article considers the problem of analyzing associations between power spectra of multiple time series and cross-sectional outcomes when data are observed from multiple subjects. The motivating application comes from sleep medicine, where researchers are able to non-invasively record physiological time series signals during sleep. The frequency patterns of these signals, which can be quantified through the power spectrum, contain interpretable information about…