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math.ST2008
Asymptotic Normality of the Additive Regression Components for Continuous Time Processes
Mohammed Debbarh, Bertrand Maillot
In multivariate regression estimation, the rate of convergence depends on the dimension of the regressor. This fact, known as the curse of the dimensionality, motivated several wor…
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…