6 citations · 10 across the 2 of their papers we have counts for
2 papers
stat.ME2017★ 4 cited
Pruning and Nonparametric Multiple Change Point Detection
Wenyu Zhang, Nicholas James, David Matteson
Change point analysis is a statistical tool to identify homogeneity within time series data. We propose a pruning approach for approximate nonparametric estimation of multiple chan…
stat.ME2015★ 6 cited
Change Points via Probabilistically Pruned Objectives
Nicholas A. James, David S. Matteson
The concept of homogeneity plays a critical role in statistics, both in its applications as well as its theory. Change point analysis is a statistical tool that aims to attain homo…