Journal of Agricultural, Biological, and Environmental Statistics, Vol. 20, No. 2 (June 2015), pp. 192-217 (26 pages) The desire to group observations generated from multivariate time series is common ...

Substantial evidence links exaggerated mental stress induced blood pressure reactivity to future hypertension, but the results for heart rate reactivity are less clear. For this reason multivariate ...

在阿尔茨海默病（AD）研究领域，为解决早期检测困难及优化干预问题，研究人员开展多变量纵向聚类研究。他们利用 OASIS-3 数据集，发现神经心理症状（NPS）与认知功能相关，还识别出与轻度行为障碍（MBI）相符的个体。该研究为临床建模和患者管理提供重要 ...

When functional data come as multiple curves per subject, characterizing the source of variations is not a trivial problem. The complexity of the problem goes deeper when there is phase variation in ...