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Academician

DURSUN AYDIN

Profesör

Muğla Sıtkı Koçman Üniversitesi Fen Fakültesi İstatistik Bölümü

Research topics OpenAlex
  1. Ana Dal Sosyal-Beşeri ve İdari Bilimler Temel Alanı
  2. Yan Dal Nicel Karar Yöntemleri
Keywords YÖKSİS
Articles 83 YÖKSİS 83 · OpenAlex 0 Total citations 287 h-index 10 · OpenAlex OpenAlex coverage %73 matched 61 / 83 Q1 articles 8 Scopus · WoS Q1 7 Best field rank #103 / 30,171 Main field · top 0.3% Co-authors 58 5 Turkish institutions

Citation impact

Citation counts of the articles matched in OpenAlex, citing publications from Crossref and the Stanford/Elsevier list. Sources are shown separately and never added up.

OpenAlex YÖKSİS articles matched in OpenAlex: 61 + YÖKSİS · co-author record: 2
h-index 10 Percentile in Türkiye: 84 #149 of 1,346 at their university by h-index
i10-index
11
Total citations
287
Top 20% in Türkiye
Per article
4.6
FWCI
1.17
1.00 = world average
World top 1%
0
World top 10%
9

Most cited articles

  1. Smoothing Parameter Selection for Nonparametric Regression Using Smoothing Spline 2013 26 citations
  2. Modified Spline Regression based on Randomly Right-Censored Data: A Comparative Study 2018 world top 10% 19 citations
  3. Ridge-type pretest and shrinkage estimations in partially linear models 2020 15 citations
How is this computed?

h-index and citations are computed from the citation counts of this academic’s YÖKSİS articles matched in OpenAlex (not Google Scholar, WoS or Scopus). Unmatched articles are not included. 2 articles (5 citations) tagged with this academic’s YÖK author id in co-authors’ YÖKSİS records count only towards citations, h-index and i10; article counts, percentiles and rankings use their own YÖKSİS list.

Citing publications Crossref 36 publications citing 60 DOI-bearing articles · 13 Türkiye-affiliated
  • 2019 2
  • 2020 13
  • 2021 13
  • 2022 4
  • 2025 4
  1. Post-shrinkage strategies for nonlinear semiparametric regression models in low and high-dimensional settings TR S. Ejaz Ahmed et al. · The International Journal of Biostatistics · 2025 · cites 2 articles of this academic
  2. DOI 10.3390/electronics14234679 2025
  3. DOI 10.1109/tase.2025.3640217 2025
  4. DOI 10.3389/fams.2025.1673247 2025
  5. Consistency and Asymptotic Normality of Estimator for Parameters in Multiresponse Multipredictor Semiparametric Regression Model TR Nur Chamidah et al. · Symmetry · 2022
  6. Semiparametric Time-Series Model Using Local Polynomial: An Application on the Effects of Financial Risk Factors on Crop Yield TR Syed Ejaz Ahmed et al. · Journal of Risk and Financial Management · 2022
  7. DOI 10.1007/s00707-021-03118-x 2022
  8. DOI 10.1080/03610926.2021.2023573 2022 · cites 2 articles of this academic
  9. Response surface methodology to tune artificial neural network hyper‐parameters TR Sinem Bozkurt Keser et al. · Expert Systems · 2021
  10. Right-Censored Time Series Modeling by Modified Semi-Parametric A-Spline Estimator TR Dursun Aydın et al. · Entropy · 2021 · cites 2 articles of this academic
  11. Comparison of parametric and semi-parametric models with randomly right-censored data by weighted estimators: Two applications in colon cancer and hepatocellular carcinoma datasets TR İsmail Yenilmez et al. · Statistical Methods in Medical Research · 2021
  12. Rational (Padé) approximation for estimating the components of the partially-linear regression model TR Dursun Aydın et al. · Inverse Problems in Science and Engineering · 2021 · cites 2 articles of this academic
  13. DOI 10.1080/00949655.2021.2012575 2021 · cites 2 articles of this academic
  14. DOI 10.3390/app112210832 2021
  15. DOI 10.1109/bigdata52589.2021.9671926 2021
  16. DOI 10.1088/1742-6596/1879/3/032014 2021
  17. DOI 10.3390/ijerph18147356 2021
  18. DOI 10.3390/s21093215 2021
  19. DOI 10.1080/00949655.2021.1913737 2021
  20. DOI 10.1088/1742-6596/1808/1/012053 2021
  21. DOI 10.1007/978-3-030-75494-5_12 2021 · cites 2 articles of this academic
  22. Estimating the Nonparametric Regression Function by Using Padé Approximation Based on Total Least Squares TR Syed Ejaz Ahmed et al. · Numerical Functional Analysis and Optimization · 2020 · cites 2 articles of this academic
  23. Censored Nonparametric Time-Series Analysis with Autoregressive Error Models TR Dursun Aydin et al. · Computational Economics · 2020
  24. Optimum shrinkage parameter selection for ridge type estimator of Tobit model TR Dursun Aydın et al. · Journal of Statistical Computation and Simulation · 2020
  25. Semiparametric modeling of the right-censored time-series based on different censorship solution techniques TR Dursun Aydın et al. · Empirical Economics · 2020
  26. KERNEL SMOOTHING AS AN IMPUTATION TECHNIQUE FOR RIGHT-CENSORED DATA TR Dursun AYDIN et al. · Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering · 2020
  27. NONPARAMETRIC REGRESSION ANALYSIS BASED ON RATIONAL (Padé) APPROXIMATION FOR CENSORED-DATA TR Dursun AYDIN et al. · Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering · 2020 · cites 2 articles of this academic
  28. DOI 10.1007/s11629-019-5813-0 2020
  29. DOI 10.4236/jwarp.2020.1212065 2020
  30. DOI 10.1007/978-3-030-49829-0_28 2020

Showing the 30 most recent.

Where does this list come from?

Extracted from the reference lists in Crossref’s public March 2026 data file; 18.4% of the file has been processed, so the list may be incomplete. Crossref citations are never added to or compared with the OpenAlex citation counts; the two sources have different coverage.

Field ranking

Position in the main-field, side-field and keyword cohorts by YÖKSİS article score; each card opens that ranking.

YÖKSİS ?
Keyword rankings 3

Works 83

YÖKSİS and OpenAlex records: index distribution, journals published in, a filterable article list and the other output types.

Indexes and citation percentiles

?
TR Index 3 articles
OpenAlex citation percentile
Top 1%0
Top 10%9
Avg · n 61 %52.5
Other counts

Scopus (SJR)

  • YÖKSİS rows 52

WoS (JCR)

  • YÖKSİS rows 44

Articles

Articles with YÖKSİS and OpenAlex source split; narrow by quartile or TR Index.

83articles

Journals with publications

46 journals

Narrow down

Scopus (SJR)
Q18 Q224 Q315 Q45
WoS (JCR)
Q17 Q219 Q311 Q47
TR Index
3articles

Article list

  1. 2026 Post-shrinkage strategies for nonlinear semiparametric regression models in low and high-dimensional settings The International Journal of Biostatistics DOI 10.1515/ijb-2024-0011 YÖKSİS JCR Q1 OpenAlex 27.0%
  2. 2026 Bayesian Elastic Net Cox Models for Time-to-Event Prediction: Application to a Breast Cancer Cohort Entropy DOI 10.3390/e28030264 YÖKSİS SJR Q2 JCR Q2 OpenAlex 17.5%
  3. 2026 Penalized Spline Estimator for Semiparametric Binary Logistic Regression Model with Application to Coronary Heart Disease Risk Factors Symmetry DOI 10.3390/sym18030432 YÖKSİS SJR Q2 JCR Q2 OpenAlex 17.8%
  4. 2026 A Penalized Least Squares Estimation of Fourier Series Semiparametric Regression Theory, Simulation, and Application Statistics, Optimization & Information Computing DOI 10.19139/soic-2310-5070-3139 YÖKSİS SJR Q3 OpenAlex 9.7%
  5. 2026 New Statistical Approach to Forecasting Earth’s Skin Temperature from MERRA-2 Satellite Using Semiparametric Time Series Regression with Mixed Additive Spline Fourier (STSR-MASF) Forecasting DOI 10.3390/forecast8010006 YÖKSİS SJR Q1 JCR Q1 OpenAlex 3.7%
  6. 2026 Confidence interval construction for multivariable truncated spline logistic model (MTSLM) MethodsX DOI 10.1016/j.mex.2026.103959 YÖKSİS SJR Q1 JCR Q2 OpenAlex 43.9%
  7. 2026 Penalized Spline Semiparametric Logistic Regression for Modelling Coronary Heart Disease Risk Based on Demographic and Lifestyle Factors Statistics, Optimization & Information Computing DOI 10.19139/soic-2310-5070-3334 YÖKSİS SJR Q3 OpenAlex 16.2%
  8. 2026 Improved Risk Modeling for Concurrent Diabetes and Hypertension: A Biresponse Nonparametric Logistic Regression Approach Statistics, Optimization & Information Computing DOI 10.19139/soic-2310-5070-3118 YÖKSİS SJR Q3 OpenAlex 12.3%
  9. 2026 Modeling Pulmonary Tuberculosis Case Based on HIV and AIDS Cases in Indonesia Using Negative Binomial Regression Least Square Spline Statistics, Optimization & Information Computing DOI 10.19139/soic-2310-5070-3152 YÖKSİS SJR Q3 OpenAlex 18.5%
  10. 2025 Principal components regression based on kernel smoothing for semiparametric models with multicollinearity Journal of Statistical Computation and Simulation DOI 10.1080/00949655.2025.2479658 YÖKSİS SJR Q2 JCR Q2 OpenAlex 73.2%
  11. 2025 Kernel Ridge-Type Shrinkage Estimators in Partially Linear Regression Models with Correlated Errors Mathematics DOI 10.3390/math13121959 YÖKSİS SJR Q2 JCR Q1 OpenAlex 11.6%
  12. 2025 Local polynomial estimation for multi-response semiparametric regression models with right censored data Communications in Statistics - Simulation and Computation DOI 10.1080/03610918.2025.2476595 YÖKSİS SJR Q2 JCR Q3 OpenAlex 73.5%
  13. 2025 A Novel Approach Utilizing Bagging, Histogram Gradient Boosting, and Advanced Feature Selection for Predicting the Onset of Cardiovascular Diseases Mathematics DOI 10.3390/math13132194 YÖKSİS SJR Q2 JCR Q1 OpenAlex top 10% OpenAlex 99.0%
  14. 2025 Right-censored nonparametric regression with measurement error Metrika DOI 10.1007/s00184-024-00953-5 YÖKSİS SJR Q2 JCR Q3 OpenAlex 86.9%
  15. 2025 Shrinkage Estimation in Sparse Partially Linear Models withRight-Censored Data REVSTAT – Statistical Journal DOI https://revstat.ine.pt/index.php/REVSTAT/article/view/850/775 YÖKSİS SJR Q3 JCR Q2
  16. 2025 Estimation of Biresponse Semiparametric Regression Model for Longitudinal Data Using Local Polynomial Kernel Estimator Symmetry DOI 10.3390/sym17030392 YÖKSİS SJR Q2 JCR Q2 OpenAlex top 10% OpenAlex 94.4%
  17. 2025 Forecasting Temperature of Earth Surface in Sragen Regency Using Semiparametric Regression Based on Penalized Fourier Series Estimator Data and Metadata DOI 10.56294/dm2025890 YÖKSİS SJR Q3 OpenAlex 4.0%
  18. 2025 Least Squares Spline Estimation Method in Semiparametric Time Series Regression for Predicting Indonesia Composite Index Statistics, Optimization & Information Computing DOI 10.19139/soic-2310-5070-2704 YÖKSİS SJR Q3 OpenAlex 81.2%
  19. 2025 Modeling coronary heart disease risk based on age, fatty food consumption and anxiety factors using penalized spline nonparametric logistic regression MethodsX DOI 10.1016/j.mex.2025.103320 YÖKSİS SJR Q1 JCR Q2 OpenAlex top 10% OpenAlex 93.9%
  20. 2025 Method for modelling the number of HIV and AIDS cases using least square spline Biresponse nonparametric negative binomial regression MethodsX DOI 10.1016/j.mex.2025.103336 YÖKSİS SJR Q1 JCR Q2 OpenAlex 2.9%

Projects 5

  1. 2023 Sağdan Sansürlü Yarı-Parametrik Toplamsal Modelin Bileşenleri Için Lokal Lineer Regresyona Dayalı Tahmin Edicilerin Önerilmesi -Tübitak 1002 · Tamamlandı 2023-12-25 – 2024-04-28
  2. 2013 Yaşam Çözümlemesinde Yarı Parametrik Regresyon Yöntemleri Ve Uygulaması MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi · Tamamlandı 2013-09-02 – 2014-02-05
  3. 2015 Sağdan Sansürlü Veriler için Yarı-Parametrik Regresyon Model Tahmini MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi · Tamamlandı 2015-09-06 – 2018-02-04
  4. 2017 Doğrusal Olmayan Zaman Serilerinin Modellemesi: Karşılaştırmalı Bir Çalışma MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi · Tamamlandı 2017-09-10 – 2019-02-03
  5. 2017 Aliağa ve Yakın Çevresindeki Balıkçılık Faaliyetlerinin Geçmişe Yönelik Trend Analizi ve Mevcut Durumu MUĞLA SITKI KOÇMAN ÜNİVERSİTESİ Diğer (Ulusal) · Tamamlandı 2017-05-12 – 2018-01-12

Books 5

  1. 2025 Advanced Studies in Nonlinear Dynamical Systems Springer ISBN 978-981-97-5097-9978-981-97-5098-6 Kitap Bölümü · Bilimsel Kitap
  2. 2023 Nonparametrik Regresyon Analizi/ Farklı Yaklaşımlar ve R Hesaplamaları Nobel Akademik Yayıncılık ISBN 978-625-396-737-4 Bilimsel Kitap
  3. 2021 Multivariate, Multilinear and Mixed Linear Models Springer Nature Switzerland AG 2021 ISBN 978-3-030-75494-5 Kitap Bölümü · Bilimsel Kitap
  4. 2021 Olasılık ve İstatistik-II: İstatistiğe Giriş Nobel Akademik Yayıncılık ISBN 978-625-439-661-8 Bilimsel Kitap
  5. 2014 Uygulamalı Regresyon Analizi Kavramlar ve R Hesaplamaları Nobel Yayıcılılık ISBN 9786051335384 Ders Kitabı

Proceedings 36 See all (36) →

  1. 2009 Hybrid Models Combining Nonparametric Regression Models in TimeSeries Forecasting INISTA 2009 International Symposium on INnovations in Intelligent SysTems and Applications,
  2. 2019 Nonparametric Regression Estimates Based on Imputation Techniques for Right-Censored Data Thirteenth International Conference on Management Science and Engineering Management
  3. 2018 Estimation and Forecasting with Stationary Vector Autoregressive (VAR) Model of Financial Data in Turkey 11. International Statistics Days Conference
  4. 2018 Financial time series analysis with parametric and nonparametric methods: A comparative study 11th International Statistics Days Conference
  5. 2019 Sağdan-Sansürlü Verilerin Farklı Çözüm Tekniklerine Dayalı Olarak Modellenmesi 2nd International Conference on Data Science and Applications (ICONDATA’19)

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Collaboration network

From the author lists of YÖKSİS publication records. Duplicate records of a work count once; institutions are co-authors’ current YÖKSİS affiliations.

Co-authors
58
With an akaturk profile
11
Turkish institutions
5
Co-authored works
%95

Academic co-authors 11

  1. ERSİN YILMAZ Doktor Öğretim Üyesi · Muğla Sıtkı Koçman Üniversitesi same university 41
  2. ÖZNUR İŞÇİ GÜNERİ Profesör · Muğla Sıtkı Koçman Üniversitesi same university 5
  3. BAHADIR YÜZBAŞI Profesör · İnönü Üniversitesi 3
  4. BURCU DURMUŞ Öğretim Görevlisi (uygulamalı Birim) · Tekirdağ Namık Kemal Üniversitesi 1
  5. EVRİM ULUSAN ÖZTÜRKMEN Doktor Öğretim Üyesi · Marmara Üniversitesi 1
  6. SEBAHAT DENİZ Profesör · Marmara Üniversitesi 1
  7. SELMAN MERMİ Araştırma Görevlisi · Muğla Sıtkı Koçman Üniversitesi same university 1
  8. YELİZ MERT KANTAR Profesör · Eskişehir Teknik Üniversitesi 1
  9. ZEHRA HAMARAT YARDIMCI Doçent · İstanbul Üniversitesi 1
  10. ÜMRAN AY Profesör · Marmara Üniversitesi 1
Show all (11)
  1. İSMAİL YENİLMEZ Doçent · Eskişehir Teknik Üniversitesi 1

National collaboration 5 institutions

Within own university46 joint works · Muğla Sıtkı Koçman Üniversitesi

  1. İnönü Üniversitesi 3 works · 1 academics
  2. Eskişehir Teknik Üniversitesi 1 works · 2 academics
  3. Marmara Üniversitesi 1 works · 3 academics
  4. Tekirdağ Namık Kemal Üniversitesi 1 works · 1 academics
  5. İstanbul Üniversitesi 1 works · 1 academics

Other co-authors (incl. international) 47

Nur Chamidah 22Budi Lestari 18Syed Ejaz Ahmed 16I. Nyoman Budiantara 9Toha Saifudin 6Marisa Rifada 4Hendri Susilo 3Naufal Ramadhan AI Akhwal Siregar 3Rabia Ece Omay 3ADİL OĞUZHAN 2Arip Ramadan 2Dursuyn Aydın 2MUSTAFA ŞEREF TÜZEMEN 2Naufal Ramadhan Al Akhwal Siregar 2Shahid Mohammad 2AKIN FİTAfiqah Saffa SuriaslanAndrea Tri Rian DaniAny Tsalasatul FitriyahAryati AryatiAyuba Jack AlhassanElly AnaEmbiya AğaoğluFebrian Hikmah Nur RohimIhsan Fathoni AmriIhsan Fathoni Amri AmriMEMEDAĞA MEMMEDLİMammadov MammadaghaMemmedaga MEMMEDLİMemmedagha MammadovMemmedeagha MammadovMochamad Yusuf AlsagaffMuhammad Fikry Al FariziMuhammad SyafrudinNorma Latif FitriyaniPuspa WardaniRiries RulaningtyasSAhmed EzajSerdar DemirSeung Won Lee

Show all (47)

Syifa Latif QolbiyaniTinai Wahyu UtamiTriana Kesuma DewiVita RatnasariÖzlem Gürünlü AlmaÖznu İşçiÖznur işçi

Authors without an akaturk profile (international researchers, retired or former academics, students, clinicians) are grouped by name spelling; short forms such as “Gulluce M.” join the single full name they match.