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Original Articles

On the ridge regression estimator with sub-space restriction

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Pages 11854-11865 | Received 21 Jul 2016, Accepted 11 Jan 2017, Published online: 29 Aug 2017

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Mahdi Roozbeh, Saman Babaie–Kafaki & Zohre Aminifard. (2023) A nonlinear mixed–integer programming approach for variable selection in linear regression model. Communications in Statistics - Simulation and Computation 52:11, pages 5434-5445.
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M. Roozbeh, M. Maanavi & N. A. Mohamed. (2023) A robust counterpart approach for the ridge estimator to tackle outlier effect in restricted multicollinear regression models. Journal of Statistical Computation and Simulation 0:0, pages 1-18.
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Articles from other publishers (7)

Mahdi Roozbeh, Arta. Rouhi, Nur Anisah. Mohamed & Fatemeh Jahadi. (2023) Generalized Support Vector Regression and Symmetry Functional Regression Approaches to Model the High-Dimensional Data. Symmetry 15:6, pages 1262.
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M. Revan Özkale & Atif Abbasi. (2022) Iterative restricted OK estimator in generalized linear models and the selection of tuning parameters via MSE and genetic algorithm. Statistical Papers 63:6, pages 1979-2040.
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M. Revan Özkale & Hans Nyquist. (2019) The stochastic restricted ridge estimator in generalized linear models. Statistical Papers 62:3, pages 1421-1460.
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Ayyub Sheikhi, Mohsen Rezapoor & Hamid Hoseenkhani. (2020) Instrumental Variables Regression with Measurement Errors and Multicollinearity in Instruments. Journal of the Iranian Statistical Society 19:2, pages 15-31.
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M. Roozbeh, G. Hesamian & M.G. Akbari. (2020) Ridge estimation in semi-parametric regression models under the stochastic restriction and correlated elliptically contoured errors. Journal of Computational and Applied Mathematics 378, pages 112940.
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Sergio Perez-Melo & B. M. Golam Kibria. (2020) On Some Test Statistics for Testing the Regression Coefficients in Presence of Multicollinearity: A Simulation Study. Stats 3:1, pages 40-55.
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. 2019. Theory of Ridge Regression Estimation with Applications. Theory of Ridge Regression Estimation with Applications 325 332 .

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