Comparison of Some Improved Estimators for Linear Regression Model under Different Conditions

作者: Smit Shah

DOI: 10.25148/ETD.FI15032146

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参考文章(22)
A. K. Md. Ehsanes Saleh, Theory of preliminary test and Stein-type estimation with applications Wiley-Interscience. ,(2006)
Joseph P. Newhouse, Samuel D. Oman, An Evaluation of Ridge Estimators RAND Corporation. ,(1971)
Gene H. Golub, Michael Heath, Grace Wahba, Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter Technometrics. ,vol. 21, pp. 215- 223 ,(1979) , 10.1080/00401706.1979.10489751
Gisela Muniz, B. M. Golam Kibria, On Some Ridge Regression Estimators: An Empirical Comparisons Communications in Statistics - Simulation and Computation. ,vol. 38, pp. 621- 630 ,(2009) , 10.1080/03610910802592838
Kejian Liu, Using Liu-Type Estimator to Combat Collinearity Communications in Statistics-theory and Methods. ,vol. 32, pp. 1009- 1020 ,(2003) , 10.1081/STA-120019959
Mahdi Alkhamisi, Ghadban Khalaf, Ghazi Shukur, Some Modifications for Choosing Ridge Parameters Communications in Statistics-theory and Methods. ,vol. 35, pp. 2005- 2020 ,(2006) , 10.1080/03610920600762905
A. V. Dorugade, New ridge parameters for ridge regression Journal of the Association of Arab Universities for Basic and Applied Sciences. ,vol. 15, pp. 94- 99 ,(2014) , 10.1016/J.JAUBAS.2013.03.005
B. M. Golam Kibria, Performance of some new ridge regression estimators Communications in Statistics - Simulation and Computation. ,vol. 32, pp. 419- 435 ,(2003) , 10.1081/SAC-120017499
Diane Galarneau Gibbons, A Simulation Study of Some Ridge Estimators Journal of the American Statistical Association. ,vol. 76, pp. 131- 139 ,(1981) , 10.1080/01621459.1981.10477619
Arthur E. Hoerl, Robert W. Kennard, Ridge regression: biased estimation for nonorthogonal problems Technometrics. ,vol. 42, pp. 80- 86 ,(2000) , 10.2307/1271436