MORE ON THE NEW BIASED ESTIMATOR IN LINEAR REGRESSION

作者: Selahattin Kaciranlar , Fikri Akdeniz

DOI:

关键词: Newey–West estimatorMathematicsOrdinary least squaresBias of an estimatorEstimatorMean squared errorStatisticsPrincipal component regressionLinear predictor functionLinear least squares

摘要: SUMMARY. This paper deals with the standard multiple linear regression model (y;Xfl; ae 2 I), where matrix X is assumed to be full column rank. We introduced a new biased (restricted Liu ) estimator and compare restricted least squres in mean-squared error sense.

参考文章(1)
Charles Stein, Inadmissibility of the Usual Estimator for the Mean of a Multivariate Normal Distribution Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Contributions to the Theory of Statistics. pp. 197- 206 ,(1956)