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Communications in Statistics - Theory and Methods Volume 25, 1996 - Issue 10
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Original Articles

On preliminary test ridge regression estimators for linear restrictions in a regression model with non-normal disturbances

B. M. Golam Kibria Department of Statistical & Actuarial Sciences, The University of Western Ontario, London, CANADA, N6A 5B7 E-mail: [email protected]
Pages 2349-2369 | Received 01 Aug 1995, Published online: 27 Jun 2007

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Sonia Ahmad, Muhammad Aslam & Shakeel Ahmad. (2023) Extending the Liu estimator for the Cox proportional hazards regression model with multicollinearity. Communications in Statistics - Simulation and Computation 0:0, pages 1-14.
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Muhammad Aslam & Shakeel Ahmad. (2022) The modified Liu-ridge-type estimator: a new class of biased estimators to address multicollinearity. Communications in Statistics - Simulation and Computation 51:11, pages 6591-6609.
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Shakeel Ahmad & Muhammad Aslam. (2022) Another proposal about the new two-parameter estimator for linear regression model with correlated regressors. Communications in Statistics - Simulation and Computation 51:6, pages 3054-3072.
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Xinfeng Chang & Jibo Wu. (2018) Performance of the stein-type two-parameter estimator in multiple linear regression model. Communications in Statistics - Theory and Methods 47:8, pages 1935-1952.
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Xinfeng Chang. (2018) On preliminary test almost unbiased two-parameter estimator in linear regression model with student's t errors. Communications in Statistics - Theory and Methods 47:3, pages 583-600.
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R. Fallah, M. Arashi & S. M. M. Tabatabaey. (2017) On the ridge regression estimator with sub-space restriction. Communications in Statistics - Theory and Methods 46:23, pages 11854-11865.
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Xinfeng Chang & Hu Yang. (2014) Preliminary Test Estimators Induced by Three Large Sample Tests for Stochastic Constraints in a Regression Model with Multivariate Student-t Error. Communications in Statistics - Theory and Methods 43:17, pages 3629-3640.
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Muhammad Aslam. (2014) Performance of Kibria's Method for the Heteroscedastic Ridge Regression Model: Some Monte Carlo Evidence. Communications in Statistics - Simulation and Computation 43:4, pages 673-686.
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Gülin Tabakan. (2013) Performance of the difference-based estimators in partially linear models. Statistics 47:2, pages 329-347.
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Jianwen Xu & Hu Yang. (2013) Performances of the Positive-Rule Stein-Type Ridge Estimator in a Linear Regression Model with Spherically Symmetric Error Distributions. Communications in Statistics - Theory and Methods 42:3, pages 543-560.
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Xinfeng Chang & Hu Yang. (2012) Performance of the preliminary test two-parameter estimators based on the conflicting test statistics in a regression model with Student's t error. Statistics 46:3, pages 291-303.
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B. M. Golam Kibria. (2004) Performance of the shrinkage preliminary test ridge regression estimators based on the conflicting of W, LR and LM tests. Journal of Statistical Computation and Simulation 74:11, pages 793-810.
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B. M. Golam Kibria. (2003) Performance of Some New Ridge Regression Estimators. Communications in Statistics - Simulation and Computation 32:2, pages 419-435.
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Hernán Rubio & Luis Firinguetti. (2002) THE DISTRIBUTION OF STOCHASTIC SHRINKAGE PARAMETERS IN RIDGE REGRESSION. Communications in Statistics - Theory and Methods 31:9, pages 1531-1547.
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Norman R. Draper. (1998) Applied regression analysis bibliography update 1994-97. Communications in Statistics - Theory and Methods 27:10, pages 2581-2623.
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Articles from other publishers (6)

Mowafaq Muhammed Al-Kassab & Salisu Ibrahim. 2023. Mathematics and Computation. Mathematics and Computation 183 194 .
Yuting Li, Guoqiang Peng, Peng Chen, Kun Chen, Ruijie Li & Zhiyao Song. (2022) Harmonic analysis of short-term tidal level prediction model for tidal reaches. Arabian Journal of Geosciences 15:6.
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M. Norouzirad & M. Arashi. (2017) Preliminary test and Stein-type shrinkage ridge estimators in robust regression. Statistical Papers 60:6, pages 1849-1882.
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M. Arashi & T. Valizadeh. (2014) Performance of Kibria’s methods in partial linear ridge regression model. Statistical Papers 56:1, pages 231-246.
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Pavel Čı́žek. 2012. Handbook of Computational Statistics. Handbook of Computational Statistics 645 680 .
Gülin Tabakan & Fikri Akdeniz. (2008) Difference-based ridge estimator of parameters in partial linear model. Statistical Papers 51:2, pages 357-368.
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