Department of Statistics

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Purutçuoğlu Gazi, Vilda (114)
Başbuğ Erkan, Berna Burçak (61)
Yozgatlıgil, Ceylan (53)
Kalafat, Erkan (48)
Gökalp Yavuz, Fulya (39)

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Statistics and Probability (46)
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Recent Submissions

Disaster Management Law in Türkiye Başbuğ Erkan, Berna Burçak (Springer, 2025-01-01)
COMPARATIVE STUDY BY ADDING BOOTSTRAPPING STAGE IN CONSTRUCTION OF BIOLOGICAL NETWORKS Kaygusuz, Mehmet Ali; Purutçuoğlu Gazi, Vilda (2025-01-01) Model selection methods are very popular in high-dimensional settings in recent years due to the availability of massive amounts of data, specifically from genetical, image progressing, and financial sources. Therefore, th...
INFERENCE OF TIME SERIES CHAIN GRAPHICAL MODEL Farnoudkia, Hajar; Purutçuoğlu Gazi, Vilda (2025-01-01) Biological data can have complex structures due to the high dependence on genes, limited observations, and sparse interactions. This complexity increases when we also consider the influence of time on the construction of t...
Forecasting Drought Phenomena Using a Statistical and Machine Learning-Based Analysis for the Central Anatolia Region, Turkey Turkes, Murat; Özdemir, Ozancan; Yozgatlıgil, Ceylan (2024-12-30) Drought is a major concern in Turkey, significantly affecting agriculture, water resources and the economy, especially in the Central Anatolia region with a semiarid steppe and dry-sub-humid climate. This study aims to dev...
An Overall Equipment Efficiency Predictive Analysis of a Hydraulic Press System by Time Series Forecasting with Topological Features Anapa, Korkut; GÜZEL, İSMAİL; Yozgatlıgil, Ceylan (2024-12-30)
Approximate stochastic simulation algorithms Demirbüken, Saliha; Purutçuoğlu Gazi, Vilda (Mouton de Gruyter, 2024-12-01)
A Bayesian Approach for Learning Bayesian Network Structures Zareifard, Hamid; Tabar, Vahid Rezaei; Javidian, Mohammad Ali; Yozgatlıgil, Ceylan (2024-12-01) We introduce a Bayesian approach method based on the Gibbs sampler for learning the Bayesian Network structure. For this, the existence and the direction of the edges are specified by a set of parameters. We use the non-in...
A Comparative Analysis of PISA 2015 Türkiye Studies: Introducing A Variable Selection Model to International Large-Scale Assessments Demirci, Sinem; İlk Dağ, Özlem (2024-12-01) International large-scale assessments have a key role in improving educational, economical, and political systems. By using the data of these assessments, countries can draw conclusions about the status of educational syst...
Bekenbey AI: Innovative Solutions at the Intersection of Deep Learning and Law Yücesan, Erdicem; Erkan, Mehmet Ali; Deveci, Ali; Medeni, İhsan Tolga (2024-12-01) This research introduces a cutting-edge integration of generative artificial intelligence (AI) within the realm of law, creating a sophisticated application tailored for legal professionals, organizations, and the public. ...
UNESCO crisis data toolkits - The case of an earthquake: Türkiye Başbuğ Erkan, Berna Burçak (2024-11-14)
On the Path to Enhancing Crisis Management Through Advanced Digital Technologies Başbuğ Erkan, Berna Burçak (2024-11-13)
Communication and Coordination in Response Operations: The Kahramanmaras Earthquakes, 6 February 2023 ÇELİK, SÜLEYMAN; Başbuğ Erkan, Berna Burçak; Comfort, Louise (2024-07-05)
Marka Hukukunda Avrupa Birliği Adalet Divanı (ABAD) Kararları ve Yorumu Genişletilmiş 3.baskı Çelikel, Deniz (Seckin Publishing, 2024-07-01)
Marka Mal ve Hizmet Karşılaştırmasında ABAD Yaklaşımı ve Yorumu Çelikel, Deniz (Seckin Publishing, 2024-07-01)
How to bridge the gap between policy makers, the “coalface” and data scientists Başbuğ Erkan, Berna Burçak (2024-05-23)
Irregular longitudinal data analysis with statistical and machine learning methods for hazardous asteroids Tanrıverdi, İrem; İlk Dağ, Özlem; Gürkan, Mehmet Atakan (2024-04-01) Observations of the asteroids have been performed as long as it has been feasible by the available observational equipment. Recorded data, going back to 18th century, allowed a classification of these celestial objects’ ha...
Disaster Risk Governance and Data: Turkiye Başbuğ Erkan, Berna Burçak (2024-03-06)
PROTECT Başbuğ Erkan, Berna Burçak; EKMEKCİ, PERİHAN ELİF; Murray, Virginia; Crawley, Francis; Zhang, Lili (2024-03-01)
Preparing for future disasters Başbuğ Erkan, Berna Burçak (2024-02-06)
Recovery, Rehabilitation, and Reconstruction Başbuğ Erkan, Berna Burçak; celik, suleyman; ÖZGÜR, HÜSEYİN (Anadolu Üniversitesi, 2024-01-01)

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