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math.ST2008
Testing additivity in nonparametric regression under random censorship
Mohammed Debbarh, Vivian Viallon
In this paper, we are concerned with nonparametric estimation of the multivariate regression function in the presence of right censored data. More precisely, we propose a statistic…
math.ST2007
Uniform limit laws of the logarithm for nonparametric estimators of the regression function in presence of censored data
Bertrand Maillot, Vivian Viallon
In this paper, we establish uniform-in-bandwidth limit laws of the logarithm for nonparametric Inverse Probability of Censoring Weighted (I.P.C.W.) estimators of the multivariate r…
math.ST2006★ 2 cited
Asymptotic normality for estimators of the additive regression components under random censorship
M. Debbarh, V. Viallon
We establish asymptotic normality for estimators of the additive regression components under random censorship. To build our estimators, we couple the marginal integration method (…