activity
20222026
most citedMultiple change point detection in functional data with applications to biomechanical fatigue data

1 citations · 2 across the 14 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

stat.ME2026

Change Point Detection and Localization in High-Dimensional Time Series

Patrick Bastian, Daria Tieplova, Nina Dörnemann +1

We present new inference tools for change point detection in high-dimensional time series. We discuss two distinct statistical applications: First, sequential change point testing…

math.ST2026

Selfnormalization for relevant inference with supremum-type statistics

Patrick Bastian

We develop a selfnormalized approach to inference for relevant changes in functional time series measured by the supremum norm. The main difficulty is that the supremum norm is not…