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Original Articles

On the almost unbiased generalized liu estimator and unbiased estimation of the bias and mse

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Pages 1789-1797 | Received 01 Apr 1994, Published online: 27 Jun 2007

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Ramajeyam Tharshan & Pushpakanthie Wijekoon. (2024) Poisson-modification of the Quasi Lindley optimal generalized regression estimator. Statistics 58:2, pages 247-276.
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Muhammad Qasim, Muhammad Amin & Talha Omer. (2020) Performance of some new Liu parameters for the linear regression model. Communications in Statistics - Theory and Methods 49:17, pages 4178-4196.
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Xinfeng Chang & Hexiang Wang. (2019) Preliminary test almost unbiased two-parameter estimators with student’s t errors and conflicting test statistics. Communications in Statistics - Theory and Methods 48:18, pages 4449-4473.
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Esra Akdeniz, Fikri Akdeniz & Mahdi Roozbeh. (2018) A new difference-based weighted mixed Liu estimator in partially linear models. Statistics 52:6, pages 1309-1327.
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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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Kristofer Månsson, B. M. Golam Kibria & Ghazi Shukur. (2017) Some Liu Type Estimators for the dynamic OLS estimator: With an application to the carbon dioxide Kuznets curve for Turkey. Communications in Statistics: Case Studies, Data Analysis and Applications 3:3-4, pages 55-61.
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Issam Dawoud & Selahattin Kaçiranlar. (2017) Evaluation of the predictive performance of the Liu type estimator. Communications in Statistics - Simulation and Computation 46:4, pages 2800-2820.
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Issam Dawoud & Selahattin Kaçıranlar. (2017) Evaluation of the predictive performance of the r-k and r-d class estimators. Communications in Statistics - Theory and Methods 46:8, pages 4031-4050.
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M. Arashi, Saralees Nadarajah & Fikri Akdeniz. (2017) The distribution of the Liu-type estimator of the biasing parameter in elliptically contoured models. Communications in Statistics - Theory and Methods 46:8, pages 3829-3837.
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Jibo Wu. (2016) On the predictive performance of the almost unbiased Liu estimator. Communications in Statistics - Theory and Methods 45:17, pages 5193-5203.
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Jibo Wu. (2016) Modified Restricted Almost Unbiased Liu Estimator in Linear Regression Model. Communications in Statistics - Simulation and Computation 45:2, pages 689-700.
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Fela Özbey & Selahattin Kaçiranlar. (2015) Evaluation of the Predictive Performance of the Liu Estimator. Communications in Statistics - Theory and Methods 44:10, pages 1981-1993.
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Jibo Wu & Hu Yang. (2014) On the Stochastic Restricted Almost Unbiased Estimators in Linear Regression Model. Communications in Statistics - Simulation and Computation 43:2, pages 428-440.
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Hasan Ertas, Murat Erisoglu & Selahattin Kaciranlar. (2013) Detecting influential observations in Liu and modified Liu estimators. Journal of Applied Statistics 40:8, pages 1735-1745.
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Esra Akdeniz Duran & Fikri Akdeniz. (2013) New difference-based estimator of parameters in semiparametric regression models. Journal of Statistical Computation and Simulation 83:5, pages 810-824.
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Xu-Qing Liu, Feng Gao & Jian-Wen Xu. (2012) Linearized Restricted Ridge Regression Estimator in Linear Regression. Communications in Statistics - Theory and Methods 41:24, pages 4503-4514.
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Meral Ebegil & Fikri Gökpınar. (2012) A test statistic to choose between Liu-type and least-squares estimator based on mean square error criteria. Journal of Applied Statistics 39:10, pages 2081-2096.
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M. Revan Özkale. (2012) Combining the unrestricted estimators into a single estimator and a simulation study on the unrestricted estimators. Journal of Statistical Computation and Simulation 82:5, pages 653-688.
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Jianwen Xu & Hu Yang. (2011) More on the Bias and Variance Comparisons of the Restricted Almost Unbiased Estimators. Communications in Statistics - Theory and Methods 40:22, pages 4053-4064.
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Yalian Li, Hu Yang & Jianwen Xu. (2011) More on the Preliminary Test Estimator in Almost Unbiased Liu Regression. Communications in Statistics - Theory and Methods 40:13, pages 2292-2304.
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Xu-Qing Liu & Feng Gao. (2011) Linearized Ridge Regression Estimator in Linear Regression. Communications in Statistics - Theory and Methods 40:12, pages 2182-2192.
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Jianwen Xu & Hu Yang. (2011) On the restricted almost unbiased estimators in linear regression. Journal of Applied Statistics 38:3, pages 605-617.
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Fikri Akdeniz & Esra Akdeniz Duran. (2010) Liu-type estimator in semiparametric regression models. Journal of Statistical Computation and Simulation 80:8, pages 853-871.
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Hu Yang, Yalian Li & Jianwen Xu. (2009) Mean Squared Error Matrix Comparisons of Some Restricted Almost Unbiased Estimators. Communications in Statistics - Theory and Methods 38:14, pages 2321-2332.
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Hu Yang & Chunmei Zhang. (2007) The Research on Two Kinds of Restricted Biased Estimators Based on Mean Squared Error Matrix. Communications in Statistics - Theory and Methods 37:1, pages 70-80.
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Zhen Zhong & Hu Yang. (2007) Ridge Estimation to the Restricted Linear Model. Communications in Statistics - Theory and Methods 36:11, pages 2099-2115.
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M. Revan Özkale & Selahattin Kaçıranlar. (2007) A Prediction-Oriented Criterion for Choosing the Biasing Parameter in Liu Estimation. Communications in Statistics - Theory and Methods 36:10, pages 1889-1903.
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M. Revan Özkale & Selahattin Kaçiranlar. (2007) Comparisons of the Unbiased Ridge Estimation to the Other Estimations. Communications in Statistics - Theory and Methods 36:4, pages 707-723.
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Fikri Akdeniz, GeorgeP. H. Styan & Hans Joachim Werner. (2006) The General Expressions for the Moments of the Stochastic Shrinkage Parameters of the Liu Type Estimator. Communications in Statistics - Theory and Methods 35:3, pages 423-437.
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Fikri Akdeniz, AlanT.K. Wan & Esra Akdeniz. (2005) Generalized Liu Type Estimators Under Zellner's Balanced Loss Function. Communications in Statistics - Theory and Methods 34:8, pages 1725-1736.
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Kejian Liu. (2004) More on Liu-Type Estimator in Linear Regression. Communications in Statistics - Theory and Methods 33:11, pages 2723-2733.
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Fikri Akdeniz & Hamza Erol. (2003) Mean Squared Error Matrix Comparisons of Some Biased Estimators in Linear Regression. Communications in Statistics - Theory and Methods 32:12, pages 2389-2413.
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Kejian Liu. (2003) Using Liu-Type Estimator to Combat Collinearity. Communications in Statistics - Theory and Methods 32:5, pages 1009-1020.
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Selahattin Kaçıranlar & Sadullah Sakallıoğlu. (2001) COMBINING THE LIU ESTIMATOR AND THE PRINCIPAL COMPONENT REGRESSION ESTIMATOR. Communications in Statistics - Theory and Methods 30:12, pages 2699-2705.
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Fikri Akdeniz. (2001) THE EXAMINATION AND ANALYSIS OF RESIDUALS FOR SOME BIASED ESTIMATORS IN LINEAR REGRESSION. Communications in Statistics - Theory and Methods 30:6, pages 1171-1183.
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Sadullah Sakallioğlu, Selabattin Kaçiranlar & Fikri Akdeniz. (2001) MEAN SQUARED ERROR COMPARISONS OF SOME BIASED REGRESSION ESTIMATORS. Communications in Statistics - Theory and Methods 30:2, pages 347-361.
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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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