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Strong Convergence Rates of Wavelet Estimators in Semiparametric Regression Models with Censored Data
Semiparametric regression model Wavelet estimate Censored data Law of the iterated logarithm Strong uniform convergence rate
2008/11/10
The paper studies a semiparametric regression model
Yi Xi = Xiβ+gT +ei, i = 1,2,L,n .
where Yi is censored on the right by another random variable Ci with known or unknown distribution G . First...
NONMRAMETRIC AND SEMIPARAMETRIC REGRESSION MODELS WITH LOCALLY GENERALIZED GAUSSIAN ERROR
Nonparametric semiparametric regression
2007/8/7
Under a locally generalized Gaussian error's structure, we obtain strong uniform consistency for nonparametric regression function estimators and strong consistency for parametric component estimators...
This paper deals with M-estimators for a semiparametric regression model Y=X^tβ_0 + g_0(T) + e，where Y is real-valued, T ranges over a nondegenerate compact interval, X ∈R^d, e is a random error, β_0 ...
ON BAHADUR ASYMPTOTIC EFFICIENCY IN A SEMIPARAMETRIC REGRESSION MODEL
bahadur asymptotic efficiency sendparam
2007/8/7
In this paper, authors consider Bahadur asymptotic efficiency of MLE {\bar β}_{ML} of β, which is an unknown parameter vector in the semiparametric regression model Y_i=X_i~T β + g(T_i) + i, where g i...