Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Performances of Some High Dimensional Regression Methods: Sparse Principal Component Regression

Communications In Statistics-Simulation And Computation, vol.3, no.3, pp.2529-2543, 2021 (Journal Indexed in SCI Expanded)

Performances of Some High Dimensional Regression Methods

Communications In Statistics-Simulation And Computation, vol.50, no.6, pp.1820-1836, 2021 (Journal Indexed in SCI Expanded)

Forecasting Drought using Neural Network Approaches with Transformed Time Series Data

Journal Of Applied Statistics, vol.1, pp.1-20, 2021 (Journal Indexed in SCI Expanded)

Robust and sparse estimation methods for high-dimensional linear and logistic regression

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, vol.172, pp.211-222, 2018 (Journal Indexed in SCI) identifier identifier

A robust Liu regression estimator

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, vol.47, no.2, pp.432-443, 2018 (Journal Indexed in SCI) identifier identifier

Matrix mean squared error comparisons of some biased estimators with two biasing parameters

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, vol.47, no.8, pp.2022-2035, 2018 (Journal Indexed in SCI) identifier identifier

A new Liu-type estimator

STATISTICAL PAPERS, vol.56, no.2, pp.495-517, 2015 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Some Regression Methods Based on Principal Components

Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.10, no.3, pp.581-591, 2020 (International Refereed University Journal)

Refereed Congress / Symposium Publications in Proceedings

Drought Monitoring of Marmara Region using Novel Machine Learning Tools

11th International Statistics Congress (ISC2019), Muğla, Turkey, 4 - 08 October 2019, pp.13

COMPARISON OF LEAST SQUARE METHOD, RIDGE AND LIU ESTIMATORS IN SAANEN GOATS

International Congress on Domestic Animal Breeding, Genetics and Husbandry 2019 (ICABGEH-19), Praha, Czech Republic, 11 - 13 September 2019, pp.15

Robust and Sparse Methods for Regression and Classification in High Dimensions

International Conference on Data Science, Machine Learning and Statistics - 2019 (DMS-2019), Van, Turkey, 27 - 29 June 2019, pp.12

Outlier Detection and Variable Selection for Count Data

11. International Statistics Days Conference, Muğla, Turkey, 03 October 2018, pp.100

Comparison of some robust methods in nonlinear regression

The International Conference on Trends and Perspectives in Linear Statistical Inference (LinStat2018), Poznan, Poland, 20 August 2018, pp.104

Classification of Hepatit Disease Using Support Vector Machines and Decision Tree

10th International Statistics Congress, Ankara, Turkey, 06 December 2017, pp.124

Robustified Elastic Net Estimator for Regression and Classification

10th International Statistics Congress 2017, Ankara, Turkey, 06 December 2017, pp.92

ROBUST AND SPARSE ESTIMATION METHODS FOR HIGH DIMENSIONAL LINEAR AND LOGISTIC REGRESSION

European Conference on Data Analysis (ECDA), Wroclaw, Poland, 27 - 29 September 2017, pp.36

A Robust Liu Regression Estimator

The International Conference on Trends and Perspectives in Linear Statistical Inference (LinStat2014), Linköping, Sweden, 24 August 2014, pp.58-59

A New Liu-type Estimator

The International Conference on Trends and Perspectives in Linear Statistical Inference (LinStat2012), Poznan, Poland, 16 July 2012, pp.123

İki Yanlılık Parametresi İçeren Bazı Yanlı Tahmin Edicilerin Karşılaştırılması

ICEOS-2012/EYİ-2012: 13th International Conference on Econometrics, Operations Research and Statistics, Gazimagusa, Cyprus (Kktc), 24 May 2012, pp.260

Books & Book Chapters

Çeşitli Lineer Sınıflandırma Yöntemleri, Uygulamaları ve Karşılaştırmaları

in: Mühendislik, Matematik ve Doğa Bilimlerinde Yenilikçi Yöntemler, Turgut Özseven,Ebubekir Yaşar,Muharrem Düğenci,Sena Özen Yıldırım,Şirin Çetin, Editor, Ekin Yayınevi, Bursa, pp.53-65, 2019

R ile Lineer Yöntemler

in: Mühendislik, Matematik ve Doğa Bilimlerinde Yenilikçi Yöntemler, Turgut Özseven,Ebubekir Yaşar,Muharrem Düğenci,Sena Özen Yıldırım,Şirin Çetin, Editor, Ekin Yayınevi, Bursa, pp.28-52, 2019

Other Publications