In a recent paper (Tanner and Wong, 1983b), a family of data-based nonparametric hazard estimators was introduced. Several of these estimators were studied in an extensive simulation experiment. The estimator which allows for variable bandwidth was found to have a superior performance. In this note, sufficient conditions for the variable kernel estimator to be strongly consistent are presented.
Publié le : 1983-09-14
Classification:
Hazard function,
variable kernel,
nearest neighbor,
random censoring,
nonparametric estimation,
62P10,
62G05,
65D10
@article{1176346266,
author = {Tanner, Martin A.},
title = {A Note on the Variable Kernel Estimator of the Hazard Function from Randomly Censored Data},
journal = {Ann. Statist.},
volume = {11},
number = {1},
year = {1983},
pages = { 994-998},
language = {en},
url = {http://dml.mathdoc.fr/item/1176346266}
}
Tanner, Martin A. A Note on the Variable Kernel Estimator of the Hazard Function from Randomly Censored Data. Ann. Statist., Tome 11 (1983) no. 1, pp. 994-998. http://gdmltest.u-ga.fr/item/1176346266/