Performance of Some Stochastic Restricted Ridge Estimator in Linear Regression Model
This paper considers several estimators for estimating the stochastic restricted ridge regression estimators. A simulation study has been conducted to compare the performance of the estimators. The result from the simulation study shows that stochastic restricted ridge regression estimators outperfo...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-01-01
|
| Series: | Journal of Applied Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2014/508793 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832555927123787776 |
|---|---|
| author | Jibo Wu Chaolin Liu |
| author_facet | Jibo Wu Chaolin Liu |
| author_sort | Jibo Wu |
| collection | DOAJ |
| description | This paper considers several estimators for estimating the stochastic restricted ridge regression estimators. A simulation study has been conducted to compare the performance of the estimators. The result from the simulation study shows that stochastic restricted ridge regression estimators outperform mixed estimator. A numerical example has been also given to illustrate the performance of the estimators. |
| format | Article |
| id | doaj-art-7813d6665bca4914a1ae6c5d388e1f14 |
| institution | Kabale University |
| issn | 1110-757X 1687-0042 |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Applied Mathematics |
| spelling | doaj-art-7813d6665bca4914a1ae6c5d388e1f142025-02-03T05:46:52ZengWileyJournal of Applied Mathematics1110-757X1687-00422014-01-01201410.1155/2014/508793508793Performance of Some Stochastic Restricted Ridge Estimator in Linear Regression ModelJibo Wu0Chaolin Liu1Department of Mathematics & KLDAIP, Chongqing University of Arts and Sciences, Chongqing 402160, ChinaCollege of Mathematics and Statistics, Chongqing University, Chongqing 401331, ChinaThis paper considers several estimators for estimating the stochastic restricted ridge regression estimators. A simulation study has been conducted to compare the performance of the estimators. The result from the simulation study shows that stochastic restricted ridge regression estimators outperform mixed estimator. A numerical example has been also given to illustrate the performance of the estimators.http://dx.doi.org/10.1155/2014/508793 |
| spellingShingle | Jibo Wu Chaolin Liu Performance of Some Stochastic Restricted Ridge Estimator in Linear Regression Model Journal of Applied Mathematics |
| title | Performance of Some Stochastic Restricted Ridge Estimator in Linear Regression Model |
| title_full | Performance of Some Stochastic Restricted Ridge Estimator in Linear Regression Model |
| title_fullStr | Performance of Some Stochastic Restricted Ridge Estimator in Linear Regression Model |
| title_full_unstemmed | Performance of Some Stochastic Restricted Ridge Estimator in Linear Regression Model |
| title_short | Performance of Some Stochastic Restricted Ridge Estimator in Linear Regression Model |
| title_sort | performance of some stochastic restricted ridge estimator in linear regression model |
| url | http://dx.doi.org/10.1155/2014/508793 |
| work_keys_str_mv | AT jibowu performanceofsomestochasticrestrictedridgeestimatorinlinearregressionmodel AT chaolinliu performanceofsomestochasticrestrictedridgeestimatorinlinearregressionmodel |