Almost sure convergence of recursive kernel estimatiors of the density and the regression under η− weak dependence. Issue 17 (9th August 2021)
- Record Type:
- Journal Article
- Title:
- Almost sure convergence of recursive kernel estimatiors of the density and the regression under η− weak dependence. Issue 17 (9th August 2021)
- Main Title:
- Almost sure convergence of recursive kernel estimatiors of the density and the regression under η− weak dependence
- Authors:
- Kenza Assia, Mezhoud
- Abstract:
- Abstract: The result of this work addresses the consistency of recursive kernel estimates of the regression and density functions. We provide almost sure convergence under η − weak dependence using exponential inequality adapted to this context of dependence. Rates of convergence are derived also.
- Is Part Of:
- Communications in statistics. Volume 50:Issue 17(2021)
- Journal:
- Communications in statistics
- Issue:
- Volume 50:Issue 17(2021)
- Issue Display:
- Volume 50, Issue 17 (2021)
- Year:
- 2021
- Volume:
- 50
- Issue:
- 17
- Issue Sort Value:
- 2021-0050-0017-0000
- Page Start:
- 3913
- Page End:
- 3927
- Publication Date:
- 2021-08-09
- Subjects:
- Recursive kernel estimates -- density and regression -- almost sure convergence -- η−weak dependence -- rates of convergence
Mathematical statistics -- Periodicals
Mathematics
Statistics
519.2 - Journal URLs:
- http://www.tandfonline.com/ ↗
- DOI:
- 10.1080/03610926.2019.1710751 ↗
- Languages:
- English
- ISSNs:
- 0361-0926
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3363.432000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 18859.xml