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Journal of Statistical Computation and Simulation Volume 81, 2011 - Issue 4
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Original Articles

Ridge regression methodology in partial linear models with correlated errors

M. Roozbeh Department of Statistics, School of Mathematical Sciences, Ferdowsi University of Mashhad, P.O. Box 91775-1159, Mashhad, IranCorrespondence[email protected]
,
M. Arashi Faculty of Mathematics, Shahrood University of Technology, P.O. Box 316-3619995161, Shahrood, Iran
&
H. A. Niroumand Department of Statistics, School of Mathematical Sciences, Ferdowsi University of Mashhad, P.O. Box 91775-1159, Mashhad, Iran
Pages 517-528 | Received 23 May 2009, Accepted 24 Sep 2009, Published online: 16 Apr 2010

Citations (23)

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Read on this site (14)

Jibo Wu. (2023) Efficiency of a generalized difference-based weighted mixed ridge estimator in partially linear model. Communications in Statistics - Theory and Methods 52:13, pages 4622-4635.
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M. Kazemi, D. Shahsvani, M. Arashi & P. C. Rodrigues. (2021) Identification for partially linear regression model with autoregressive errors. Journal of Statistical Computation and Simulation 91:7, pages 1441-1454.
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Fikri Akdeniz & Mahdi Roozbeh. (2017) Efficiency of the generalized-difference-based weighted mixed almost unbiased two-parameter estimator in partially linear model. Communications in Statistics - Theory and Methods 46:24, pages 12259-12280.
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Mahdi Roozbeh & Nor Aishah Hamzah. (2017) Feasible robust estimator in restricted semiparametric regression models based on the LTS approach. Communications in Statistics - Simulation and Computation 46:9, pages 7332-7350.
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Chien-Chia L. Huang, Yow-Jen Jou & Hsun-Jung Cho. (2017) Difference-based matrix perturbation method for semi-parametric regression with multicollinearity. Journal of Applied Statistics 44:12, pages 2161-2171.
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Mahdi Roozbeh & Mohammad Arashi. (2016) New Ridge Regression Estimator in Semiparametric Regression Models. Communications in Statistics - Simulation and Computation 45:10, pages 3683-3715.
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Bahadır Yüzbaşı & S. Ejaz Ahmed. (2016) Shrinkage and penalized estimation in semi-parametric models with multicollinear data. Journal of Statistical Computation and Simulation 86:17, pages 3543-3561.
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Jibo Wu. (2016) A jackknifed difference-based ridge estimator in the partial linear model with correlated errors. Statistics 50:6, pages 1363-1375.
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Mahdi Roozbeh & Mohammad Arashi. (2016) Shrinkage ridge regression in partial linear models. Communications in Statistics - Theory and Methods 45:20, pages 6022-6044.
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Jibo Wu. (2016) Performance of the difference-based almost unbiased Liu estimator in partial linear model. Journal of Statistical Computation and Simulation 86:14, pages 2874-2887.
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M. Roozbeh & S. Babaie-Kafaki. (2016) Extended least trimmed squares estimator in semiparametric regression models with correlated errors. Journal of Statistical Computation and Simulation 86:2, pages 357-372.
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Fikri Akdeniz, Esra Akdeniz Duran, Mahdi Roozbeh & Mohammad Arashi. (2015) Efficiency of the generalized difference-based Liu estimators in semiparametric regression models with correlated errors. Journal of Statistical Computation and Simulation 85:1, pages 147-165.
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M. Roozbeh & M. Arashi. (2014) Feasible Ridge Estimator in Seemingly Unrelated Semiparametric Models. Communications in Statistics - Simulation and Computation 43:10, pages 2593-2613.
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M. Roozbeh, M. Arashi & M. Gasparini. (2012) Seemingly Unrelated Ridge Regression in Semiparametric Models. Communications in Statistics - Theory and Methods 41:8, pages 1364-1386.
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Articles from other publishers (9)

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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Fikri Akdeniz & Mahdi Roozbeh. (2017) Generalized difference-based weighted mixed almost unbiased ridge estimator in partially linear models. Statistical Papers 60:5, pages 1717-1739.
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Mahdi Roozbeh. (2018) Optimal QR-based estimation in partially linear regression models with correlated errors using GCV criterion. Computational Statistics & Data Analysis 117, pages 45-61.
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Mahdi Roozbeh, Saman Babaie-Kafaki & Mohammad Arashi. (2016) A class of biased estimators based on QR decomposition. Linear Algebra and its Applications 508, pages 190-205.
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Mahdi Roozbeh. (2016) Robust ridge estimator in restricted semiparametric regression models. Journal of Multivariate Analysis 147, pages 127-144.
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Morteza Amini & Mahdi Roozbeh. (2015) Optimal partial ridge estimation in restricted semiparametric regression models. Journal of Multivariate Analysis 136, pages 26-40.
Crossref
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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Jibo Wu. (2014) Efficiency of the restricted class estimator in linear regression. Applied Mathematics and Computation 236, pages 572-579.
Crossref
M. Roozbeh & M. Arashi. (2013) Feasible ridge estimator in partially linear models. Journal of Multivariate Analysis 116, pages 35-44.
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