A framework for statistical modelling of the extremes of longitudinal data, applied to elite swimming
纵向数据极端值的统计建模框架及精英游泳应用
We develop methods, based on extreme value theory, for analysing observations in the tails of longitudinal data, i.e., a data set consisting of a large number of short time series, which are typically irregularly and non-simultaneously sampled, yet have some commonality in the structure of each series and exhibit independence between time series. Extreme value theory has not been considered previously for the unique features of longitudinal data. Across time series the data…