A robust bootstrap change point test for high-dimensional location parameter
Author:
Affiliation:
1. Department of Statistics, University of Illinois at Urbana-Champaign, 725 S. Wright Street, Champaign, IL 61820, USA
Publisher
Institute of Mathematical Statistics
Subject
Statistics and Probability,Statistics, Probability and Uncertainty
Reference62 articles.
1. Rudelson, M., Vershynin, R. et al. (2013). Hanson-Wright inequality and sub-gaussian concentration. Electronic Communications in Probability 18.
2. Adamczak, R. (2008). A tail inequality for suprema of unbounded empirical processes with applications to Markov chains. Electronic Journal of Probability 13 1000-1034.
3. Arlot, S., Celisse, A. and Harchaoui, Z. (2019). A kernel multiple change-point algorithm via model selection. Journal of Machine Learning Research 20 1–56.
4. Aston, J. A. and Kirch, C. (2012). Detecting and estimating changes in dependent functional data. Journal of Multivariate Analysis 109 204–220.
5. Aston, J. A., Kirch, C. et al. (2012). Evaluating stationarity via change-point alternatives with applications to fMRI data. The Annals of Applied Statistics 6 1906–1948.
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