Mahdi Roozbeh

Ridge regression and its applications in genetic studies

‎M‎ohammad Arashi, Mahdi Roozbeh, Nor Aishah Hamzah et al. · PLoS ONE · 2021 · 105 citations · Full text

Engineering, Machine Learning, Genetics +18

Optimal partial ridge estimation in restricted semiparametric regression models

Morteza Amini, Mahdi Roozbeh · Journal of Multivariate Analysis · 2015 · 81 citations

Engineering, High-dimensional Method, Statistical Inference +3

Optimal QR-based estimation in partially linear regression models with correlated errors using GCV criterion

Mahdi Roozbeh · Computational Statistics & Data Analysis · 2017 · 79 citations

Gcv Criterion, Parameter Estimation, Engineering +10

Feasible ridge estimator in partially linear models

Mahdi Roozbeh, ‎M‎ohammad Arashi · Journal of Multivariate Analysis · 2012 · 55 citations

Parameter Estimation, Engineering, Inverse Problems +5

Generalized Cross-Validation for Simultaneous Optimization of Tuning Parameters in Ridge Regression

Mahdi Roozbeh, ‎M‎ohammad Arashi, Nor Aishah Hamzah · Iranian Journal of Science and Technology Transactions A Science · 2020 · 53 citations

Model Optimization, Parametric Programming, Hyperparameter Estimation +7