selected scholarly activity
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chapters
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conferences
- L1 Correlation-Based Penalty in High-Dimensional Quantile Regression. 2018 4th International Conference on Big Data and Information Analytics (BigDIA). 2018
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journal articles
- Liu-type estimator in Conway–Maxwell–Poisson regression model: theory, simulation and application. Statistics. 58:65-86. 2024
- Almost unbiased ridge estimator in Bell regression model: theory and application to plastic polywood data. Statistics. 58. 2024
- Improved shrinkage estimators in the beta regression model with application in econometric and educational data. Statistical Papers. 64:1891-1912. 2023
- Inference for two Lomax populations under joint type-II censoring. Communications in Statistics Part B: Simulation and Computation. 51:6808-6825. 2022
- Estimation in Weibull Distribution Under Progressively Typ e-I Hybrid Censored Data. Revstat Statistical Journal. 20:563-586. 2022
- A two-parameter estimator in linear measurement error model. Statistics. 56:739-754. 2022
- A New Two-parameter Estimator for the Gamma Regression Model. Statistics, Optimization and Information Computing. 10:750-761. 2022
- Liu-type shrinkage estimations in linear models. Statistics. 56:396-420. 2022
- Almost unbiased Liu-type estimators in gamma regression model. Journal of Computational and Applied Mathematics. 403:113819-113819. 2022
- SLASSO: a scaled LASSO for multicollinear situations. Journal of Statistical Computation and Simulation. 91:3170-3183. 2021
- A new biased estimation method in tobit regression: theory and application. Journal of Statistical Computation and Simulation. 91:1257-1273. 2021
- On the stochastic restricted Liu estimator in logistic regression model. Journal of Statistical Computation and Simulation. 90:2766-2788. 2020
- Liu-type estimator for the gamma regression model. Communications in Statistics Part B: Simulation and Computation. 49:2035-2048. 2020
- A jackknifed ridge estimator in probit regression model. Statistics. 54:667-685. 2020
- EFFICIENCY OF THE PRINCIPAL COMPONENT LIU-TYPE ESTIMATOR IN LOGISTIC REGRESSION. Revstat Statistical Journal. 18:325-336. 2020
- An improved and efficient biased estimation technique in logistic regression model. Communications in Statistics - Theory and Methods. 49:2237-2252. 2020
- On the stochastic restricted Liu-type maximum likelihood estimator in logistic regression model. Communications Faculty Of Science University of Ankara Series A1Mathematics and Statistics. 68:643-653. 2019
- Performance of the almost unbiased ridge-type principal component estimator in logistic regression model. Communications in Statistics Part B: Simulation and Computation. 47:2925-2937. 2018
- On the restricted almost unbiased Liu estimator in the logistic regression model. Communications in Statistics - Theory and Methods. 47:4389-4401. 2018
- A New Two-Parameter Estimator for the Poisson Regression Model. Iranian Journal of Science and Technology, Transaction A: Science. 42:793-803. 2018
- Improving estimations in quantile regression model with autoregressive errors. Thermal Science. 22:97-107. 2018
- Two-parameter ridge estimator in the binary logistic regression. Communications in Statistics Part B: Simulation and Computation. 46:7088-7099. 2017
- LLASSO: A linear unified LASSO for multicollinear situations 2017
- On the stochastic restricted Liu-type maximum likelihood estimator in logistic regression 2017
- A weighted stochastic restricted ridge estimator in partially linear model. Communications in Statistics - Theory and Methods. 46:9274-9283. 2017
- Restricted ridge estimator in the logistic regression model. Communications in Statistics Part B: Simulation and Computation. 46:6538-6544. 2017
- Improved Quantile Regression Estimators when the Errors are Independently and Non-identically Distributed 2017
- Liu-type Shrinkage Estimations in Linear Models 2017
- Preliminary testing derivatives of a linear unified estimator in the logistic regression model 2017
- Efficiency of the principal component Liu-type estimator in logistic regression model 2017
- Developing a restricted two-parameter Liu-type estimator: A comparison of restricted estimators in the binary logistic regression model. Communications in Statistics - Theory and Methods. 46:6864-6873. 2017
- Pretest and Stein-Type Estimations in Quantile Regression Model 2017
- A note on some new modifications of ridge estimators. Kuwait Journal of Science. 44:75-82. 2017
- Some new methods to solve multicollinearity in logistic regression. Communications in Statistics Part B: Simulation and Computation. 46:2576-2586. 2017
- More on the restricted Liu estimator in the logistic regression model. Communications in Statistics Part B: Simulation and Computation. 46:1-10. 2017
- On almost unbiased ridge logistic estimator for the logistic regression model. Hacettepe Journal of Mathematics and Statistics. 45:989-998. 2016
- Some new modifications of Kibria’s and Dorugade’s methods: An application to Turkish GDP data. Journal of the Association of Arab Universities for Basic and Applied Sciences. 20:89-99. 2016
- Fine spectra of triangular triple-band matrices on sequence spaces c and l(p), (0 < p < 1). Mathematical Communications. 21:65-83. 2016
- Liu-type Negative Binomial Regression: A Comparison of Recent Estimators and Applications 2016
- New Shrinkage Parameters for the Liu-type Logistic Estimators. Communications in Statistics Part B: Simulation and Computation. 45:1094-1103. 2016
- Liu-Type Logistic Estimators with Optimal Shrinkage Parameter. Journal of Modern Applied Statistical Methods. 15:738-751. 2016
- On Some New Modifications of Ridge Estimators 2015
- Stancu type generalization of q-Favard–Szàsz operators. Applied Mathematics and Computation. 264:249-257. 2015
- On almost unbiased ridge logistic estimator for the logistic regression model. Hacettepe Journal of Mathematics and Statistics. 45:1-1. 2015
- Modified ridge regression parameters: A comparative Monte Carlo study. Hacettepe Journal of Mathematics and Statistics. 43:827-841. 2014
- Influence Diagnostics in Two-Parameter Ridge Regression. Journal of Data Science. 14:33-52.
- Performance of A New Bias Corrected Estimator in Beta Regression Model: A Monte Carlo Study. Necmettin Erbakan Üniversitesi Fen ve Mühendislik Bilimleri Dergisi.
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preprints
- Ridge-Type Shrinkage Estimators in Low and High Dimensional Beta Regression Model with Application in Econometrics and Medicine 2021
- Liu Estimator in the Multinomial Logistic Regression Model 2021
- Inference for Two Lomax Populations Under Joint Type-II Censoring 2019
- Estimation in Weibull Distribution Under Progressively Type-I Hybrid Censored Data 2019
- On the restricted almost unbiased Liu estimator in the Logistic regression model 2017
- Stancu type generalization of the q-Favard-Szasz operators 2014