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Local linear estimation of the conditional cumulative distribution function: Censored functional data case.
- Source :
- Sankhya A; Feb2023, Vol. 85 Issue 1, p741-769, 29p
- Publication Year :
- 2023
-
Abstract
- In this paper, we estimate the conditional cumulative distribution function of a randomly censored scalar response variable given a functional random variable using the local linear approach. Under this structure, we state the asymptotic normality with explicit rates of the constructed estimator. Moreover, the usefulness of our results is illustrated through a simulated study. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 0976836X
- Volume :
- 85
- Issue :
- 1
- Database :
- Complementary Index
- Journal :
- Sankhya A
- Publication Type :
- Academic Journal
- Accession number :
- 161514943
- Full Text :
- https://doi.org/10.1007/s13171-021-00276-x