Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Defining a two-parameter estimator: a mathematical programming evidence

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2021 (Journal Indexed in SCI) identifier identifier

New activation functions for single layer feedforward neural network

EXPERT SYSTEMS WITH APPLICATIONS, vol.164, 2021 (Journal Indexed in SCI) identifier identifier

Principal components estimator for measurement error models

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, vol.90, no.6, pp.1022-1038, 2020 (Journal Indexed in SCI) identifier identifier

Liu estimation approach to the measurement error models

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, vol.89, no.18, pp.3453-3496, 2019 (Journal Indexed in SCI) identifier identifier

On the Restricted Liu Estimator in the Logistic Regression Model

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, vol.44, no.1, pp.217-232, 2015 (Journal Indexed in SCI) identifier identifier

r-d Class Estimator Under Misspecification

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, vol.44, no.22, pp.4742-4756, 2015 (Journal Indexed in SCI) identifier identifier

Modified and Restricted r-k Class Estimators

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, vol.43, no.24, pp.5130-5155, 2014 (Journal Indexed in SCI) identifier identifier

RESTRICTED TWO PARAMETER RIDGE ESTIMATOR

AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, vol.55, no.4, pp.455-469, 2013 (Journal Indexed in SCI) identifier identifier

Inequality constrained ridge regression estimator

STATISTICS & PROBABILITY LETTERS, vol.83, no.10, pp.2391-2398, 2013 (Journal Indexed in SCI) identifier identifier

Superiority of the r-k Class Estimator Over Some Estimators In A Linear Model

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, vol.41, no.15, pp.2819-2832, 2012 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Performance Evaluation of Swish-Based Activation Functions for Multi-Layer Networks

Artificial Intelligence Studies (AIS), vol.5, no.1, pp.1-13, 2022 (Refereed Journals of Other Institutions)

COMPARISONS OF SOME BIASED ESTIMATORS FOR LINEAR MEASUREMENT ERROR MODELS

Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering, vol.21, no.3, pp.421-435, 2020 (International Refereed University Journal)

Genetic Algorithms Applied to Fractional Polynomials for Power Selection: Application to Diabetes Data

Turkish journal of forecasting, vol.3, no.1, pp.15-25, 2019 (International Refereed University Journal) Sustainable Development

Inadmissibility of The Liu Estimator To The Ordinary Least Squares Estimator

ADVANCES AND APPLICATIONS IN STATISTICS, vol.19, no.1, pp.21-32, 2010 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

’Performance Evaluation of Swish Based Activation Functions For Multi Layer Networks

International Conference on Engineering Technologies, ICENTE’21 , Konya, Turkey, 18 - 21 November 2021, pp.47

Simultaneous Prediction with Target Function in Case of Multicollinearity

8th International Conference on Recent Advances in Pure and Applied Mathematics (ICRAPAM2021), Muğla, Turkey, 24 - 27 September 2021, pp.146

Comparison of Statistical and Neural Regression Using Activation Functions Derived from Swish Activation Function

ICAME’21 The Second International Conference on Applied Mathematics in Engineering, Balıkesir, Turkey, 1 - 03 September 2021, pp.56

Applying a New Tobit Estimation Method to a Labor Supply Dataset

IECMSA-2021 10th International Eurasian Conference On Mathematical Sciences and Applications, Sakarya, Turkey, 25 - 27 August 2021, pp.182

Estimation In Replicated Ultrastructural Measurement Error Models By Improving Corrected Score Function

International Marmara Sciences Congress IMASCON 2020 - Autumn, Turkey, 4 - 05 December 2020

Comparison of Statistical and Neural Regression Using Different Activation Functions

5th International Mediterranean SCIENCE AND ENGINEERING CONGRESS 2020, Turkey, 21 October 2020

Biased Estimation Approach to the Measurement Error Models

ICOAEF’19, VI International Conference on Applied Economics and Finance & Extended with Social Sciences, Balıkesir, Turkey, 16 - 17 October 2019, pp.148

Liu Estimation for Tobit Regression Model

20th International Symposium on Econometrics, Operations Research and Statistics (EYİ 2020), Ankara, Turkey, 12 - 14 February 2020

Liu and Restricted Liu Estimators in Linear Measurement Error Models

11th International Statistics Congress, Muğla, Turkey, 4 - 08 October 2019, pp.38

Developing a First Order Two Parameter Estimator for Generalized Linear Model

11th International Statistics Congress, Muğla, Turkey, 4 - 08 October 2019, pp.987-1001

Examination of a two parameter estimator with mathematical programming method

International Conference on Mathematics and Mathematics Education (ICMME 2019), Konya, Turkey, 11 - 13 July 2019, pp.203-204

A comparison of Conventional Statistical Regression Analysis and Fuzzy Regression

The 5th International Fuzzy Systems Symposium, Ankara, Turkey, 14 - 15 October 2017, pp.90 Creative Commons License

Ölçüm Hatalı Modellerde Ranklara Dayalı Yöntem ile Parametre Tahmini

XVIII. National and I. International Biostatistics Congress, Antalya, Turkey, 26 - 29 October 2016, pp.122-123

Ölçüm Hatalı Modellerde Gruplandırma Yöntemleriyle Parametre Tahmini

XVIII. National and I. International Biostatistics Congress, Antalya, Turkey, 26 - 29 October 2016, pp.67-68

Dealing With Measurement Errors In Linear Regression Models

The 8th Conference Of Eastern Mediterranean Region Internationel Biometric Society, 11 - 13 May 2015

A New Restricted Estimator

International 8th Statistics Congress, Antalya, Turkey, 27 - 30 October 2013, pp.110-111

lnequality Constrained Ridge Regression Estimation

14th International Symposium On Econometrics, Operations Research and Statistics, Sarajevo, Bosnia And Herzegovina, 24 - 28 May 2013, pp.339

On the restricted Liu estimator for the logistic regression model

8. Uluslararası İstatistik Günleri Sempozyumu, Eskişehir, Turkey, 11 - 13 October 2012, pp.1