research
∙
08/09/2022
Moving sum procedure for change point detection under piecewise linearity
We propose a computationally efficient, moving sum (MOSUM) procedure for...
share
research
∙
01/28/2021
Lévy Adaptive B-spline Regression via Overcomplete Systems
The estimation of functions with varying degrees of smoothness is a chal...
research
∙
10/15/2020
Multi-feature Clustering of Step Data using Multivariate Functional Principal Component Analysis
This paper presents a new statistical method for clustering step data, a...
research
∙
07/09/2020
Robust Geodesic Regression
This paper studies robust regression for data on Riemannian manifolds. G...
research
∙
03/05/2020
Spherical Principal Curves
This paper presents a new approach for dimension reduction of data obser...
research
∙
04/07/2019