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Strong Consistency of M Estimator in Linear Model for Negatively Associated Samples
Linear model M estimator negatively associated sample strong consistency
2007/8/7
This paper discusses the strong consistency of M estimator of regression parameter in linear model for negatively associated samples. As a result, the author extends Theorem 1 and Theorem 2 of Shancha...
ADMISSIBILITY AND Г-MINIMAXITY OF LOSSESTIMATORS IN MULTIVARIATE LINEAR MODEL
Admissible loss estimator r-minimax los
2007/8/7
0 are known t \times n and m \times m matrices respectively \bar{B} = (X'G^{-1}X)^- X'G^{-1}y. It is proved that the uniformly minimum risk unbiased estimator of L, \bar{L}_{0} = (tr CV)SX(X'G^{-1}X)^...
This paper is concerned with the L1-norm estimators for the partly linear modelwhere (T_1,X_1, Y_1),…(T_n, X_n, Y_n) are independent random(d +2)-vectors such that K_i is real-valued, X_i is a d-vecto...