MR
mahdi roozbeh
Research areas: Mathematics · Statistics and Probability · Advanced Statistical Methods and Models · Statistical Methods and Inference · Statistical and numerical algorithms
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Publications (42)
- Development of Shrinkage Learners in the Elliptical SUR Model with Multicollinearity Save
- Computing Two Heuristic Shrinkage Penalized Deep Neural Network Approach Save
- Robust Liu Estimator Used to Combat Some Challenges in Partially Linear Regression Model by Improving LTS Algorithm Using Semidefinite Programming Save
- A robust counterpart approach for the ridge estimator to tackle outlier effect in restricted multicollinear regression models Save
- A nonlinear mixed–integer programming approach for variable selection in linear regression model Save
- Analysis of High Dimensional Data Using Development Support Vector Regression, Functional Regression, Ridge and Lasso Regression Save
- Generalized Support Vector Regression and Symmetry Functional Regression Approaches to Model the High-Dimensional Data Save
- Improved high-dimensional regression models with matrix approximations applied to the comparative case studies with support vector machines Save
- Generalized difference-based weighted mixed almost unbiased liu estimator in semiparametric regression models Save
- A High-Dimensional Counterpart for the Ridge Estimator in Multicollinear Situations Save
- Ridge regression and its applications in genetic studies Save
- Ridge estimation in semi-parametric regression models under the stochastic restriction and correlated elliptically contoured errors Save
- Intuitionistic Fuzzy Partial Logistic Regression Model Using Ridge Methodology Save
- Uncertain stochastic ridge estimation in partially linear regression models with elliptically distributed errors Save
- A new difference-based weighted mixed Liu estimator in partially linear models Save
- A heuristic approach to combat multicollinearity in least trimmed squares regression analysis Save
- Optimal QR-based estimation in partially linear regression models with correlated errors using GCV criterion Save
- A fuzzy robust regression approach applied to bedload transport data Save
- A revised Cholesky decomposition to combat multicollinearity in multiple regression models Save
- Efficiency of the generalized-difference-based weighted mixed almost unbiased two-parameter estimator in partially linear model Save