From sparse to dense functional time series: phase transitions of detecting structural breaks and beyond

Leheng Cai, Qirui Hu

We develop a novel methodology for detecting abrupt break points in mean functions of functional time series, adaptable to arbitrary sampling schemes. By employing B-spline smoothi…