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Author

Mahdi Roozbeh

Observed names: M. Roozbeh, Mehdi Roozbeh
Institution: Semnan University
ORCID: 0000-0001-8381-738X
Observed ORCID: 0000-0001-8381-738X
OpenAlex ID: A5048096474
Ridge regression and its applications in genetic studies
2021 · M. Arashi, M. Roozbeh, et al. · PLoS ONE · 122
Optimal partial ridge estimation in restricted semiparametric regression models
2015 · Morteza Amini, Mahdi Roozbeh · Journal of Multivariate Analysis · 82
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Optimal QR-based estimation in partially linear regression models with correlated errors using GCV criterion
2017 · Mahdi Roozbeh · Computational Statistics & Data Analysis · 79
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Generalized Cross-Validation for Simultaneous Optimization of Tuning Parameters in Ridge Regression
2020 · M. Roozbeh, M. Arashi, et al. · Iranian Journal of Science and Technology Transactions A Science · 56
Feasible ridge estimator in partially linear models
2012 · M. Roozbeh, M. Arashi · Journal of Multivariate Analysis · 56
Shrinkage ridge estimators in semiparametric regression models
2015 · Mahdi Roozbeh · Journal of Multivariate Analysis · 52
Robust ridge estimator in restricted semiparametric regression models
2016 · Mahdi Roozbeh · Journal of Multivariate Analysis · 37
Generalized difference-based weighted mixed almost unbiased ridge estimator in partially linear models
2017 · Fikri Akdeniz, Mahdi Roozbeh · Statistical Papers · 36
A fuzzy robust regression approach applied to bedload transport data
2015 · Jalal Chachi, Mahdi Roozbeh · Communications in Statistics - Simulation and Computation · 34
Ridge estimation in semi-parametric regression models under the stochastic restriction and correlated elliptically contoured errors
2020 · M. Roozbeh, G. Hesamian, et al. · Journal of Computational and Applied Mathematics · 29
A heuristic approach to combat multicollinearity in least trimmed squares regression analysis
2017 · Mahdi Roozbeh, Saman Babaie-Kafaki, et al. · Applied Mathematical Modelling · 28
Efficiency of the generalized difference-based Liu estimators in semiparametric regression models with correlated errors
2013 · Fikri Akdeniz, Esra Akdeniz Duran, et al. · Journal of Statistical Computation and Simulation · 28
Ridge regression methodology in partial linear models with correlated errors
2010 · M. Roozbeh, M. Arashi, et al. · Journal of Statistical Computation and Simulation · 27
Two penalized mixed–integer nonlinear programming approaches to tackle multicollinearity and outliers effects in linear regression models
2020 · Mahdi Roozbeh, Saman Babaie–Kafaki, et al. · Journal of Industrial and Management Optimization · 24
Shrinkage ridge regression in partial linear models
2016 · Mahdi Roozbeh, Mohammad Arashi · Communication in Statistics- Theory and Methods · 24
Generalized Support Vector Regression and Symmetry Functional Regression Approaches to Model the High-Dimensional Data
2023 · Mahdi Roozbeh, Arta. Rouhi, et al. · Symmetry · 20
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Least trimmed squares ridge estimation in partially linear regression models
2016 · Morteza Amini, Mahdi Roozbeh · Journal of Statistical Computation and Simulation · 20
Some improved estimation strategies in high-dimensional semiparametric regression models with application to riboflavin production data
2016 · M. Arashi, Mahdi Roozbeh · Statistical Papers · 19
Improved high-dimensional regression models with matrix approximations applied to the comparative case studies with support vector machines
2022 · Mahdi Roozbeh, Saman Babaie-Kafaki, et al. · Optimization methods & software · 16
Efficiency of the generalized-difference-based weighted mixed almost unbiased two-parameter estimator in partially linear model
2017 · Fikri Akdeniz, Mahdi Roozbeh · Communication in Statistics- Theory and Methods · 16
Least-trimmed squares: asymptotic normality of robust estimator in semiparametric regression models
2016 · Mahdi Roozbeh, Mohammad Arashi · Journal of Statistical Computation and Simulation · 16
A revised Cholesky decomposition to combat multicollinearity in multiple regression models
2017 · Saman Babaie-Kafaki, Mahdi Roozbeh · Journal of Statistical Computation and Simulation · 15
Feasible Ridge Estimator in Seemingly Unrelated Semiparametric Models
2013 · M. Roozbeh, M. Arashi · Communications in Statistics - Simulation and Computation · 13
Semiparametric Ridge Regression Approach in Partially Linear Models
2010 · M. Roozbeh, M. Arashi, et al. · Communications in Statistics - Simulation and Computation · 13
A new difference-based weighted mixed Liu estimator in partially linear models
2018 · Esra Akdeniz, Fikri Akdeniz, et al. · Statistics · 12
Works count: 64
Citation count: 1,045
H-index: 18
I10-index: 32
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