Department of Statistics

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Purutçuoğlu Gazi, Vilda (113)
Başbuğ Erkan, Berna Burçak (57)
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Recent Submissions

Communication and Coordination in Response Operations: The Kahramanmaras Earthquakes, 6 February 2023 ÇELİK, SÜLEYMAN; Başbuğ Erkan, Berna Burçak; Comfort, Louise (2024-07-05)
Marka Mal ve Hizmet Karşılaştırmasında ABAD Yaklaşımı ve Yorumu Çelikel, Deniz (Seckin Publishing, 2024-07-01)
Marka Hukukunda Avrupa Birliği Adalet Divanı (ABAD) Kararları ve Yorumu Genişletilmiş 3.baskı 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)
Avrupa Birliği Adalet Divanı (ABAD) Kararları Doğrultusunda SMK Yorumu Çelikel, Deniz (Seçkin Yayıncılık, 2024-01-01)
Job Flow Patterns and Productivity Dynamics in Turkish Manufacturing Dogan, Ergun; İslam, Muhammed Qamarul; Yazici, Mehmet (2024-01-01) In this paper, we analyze the job creation and destruction process, and the productivity dynamics in Turkish manufacturing by size, export status, import status and ownership by using a comprehensive firm-level dataset for...
Optimal model description of finance and human factor indices Kalaycı, Betül; Purutçuoğlu Gazi, Vilda; Weber, Gerhard Wilhelm (2024-01-01) Economists have conducted research on several empirical phenomena regarding the behavior of individual investors, such as how their emotions and opinions influence their decisions. All those emotions and opinions are descr...
The ‘PROTECT’ Essential Elements in Managing Crisis Data Policies Zhang, Lili; Ekmekci, Perihan Elif; Murray, Virginia; Başbuğ Erkan, Berna Burçak; Crawley, Francis P.; Li, Xueting; Li, Yandi (2024-01-01) Based on a literature review, policy study, and a conference session discussion, this paper systematically analyzed seven predominant elements in crisis data policies, namely ‘people, resources, operation, technology, ethi...
Joint Robust Variable Selection of Mean and Covariance Model via Shrinkage Methods GÜNEY, YEŞİM; Gökalp Yavuz, Fulya; ARSLAN, OLÇAY (2024-01-01) A valuable and robust extension of the traditional joint mean and the covariance models when data subject to outliers and/or heavy-tailed outcomes can be achieved using the joint modelling of location and scatter matrix of...
A Bayesian hybrid method for the analysis of generalized linear models with missing-not-at-random covariates Ciftci, Sezgin; Kalaylıoğlu Akyıldız, Zeynep Işıl (2024-01-01) Missing data handling is one of the main problems in modelling, particularly if the missingness is of type missing-not-at-random (MNAR) where missingness occurs due to the actual value of the observation. The focus of the ...
Recovery, Rehabilitation, and Reconstruction Başbuğ Erkan, Berna Burçak; celik, suleyman; ÖZGÜR, HÜSEYİN (Anadolu Üniversitesi, 2024-01-01)
Disaster Risk Management and Climate Change Impact Actions in Türkiye Başbuğ Erkan, Berna Burçak (Springer, 2024-01-01)
Data Policy for Open Science in Times of Crisis - Developing Guidance, a Checklist, and a Factsheet as Contributions to the UNESCO Open Science Toolkit Başbuğ Erkan, Berna Burçak; Murray, Virginia; Crawley, Francis; EKMEKCİ, PERİHAN ELİF; Hudson, Simon (2023-12-19)
Stopping Levels for a spectrally negative Markov Additive process Çağlar, Mine; Vardar Acar, Ceren (2023-12-01) The optimal stopping problem for pricingRussian options in financerequires takingthesupremumof the discounted reward function overall finitestoppingtimes. Weassumethelogarithmof theasset priceisaspectrally negativeMarkov ...
cmaRs: A powerful predictive data mining package in R Yerlikaya-Özkurt, Fatma; Yazıcı, Ceyda; Batmaz, İnci (2023-12-01) Conic Multivariate Adaptive Regression Splines (CMARS) is a very successful method for modeling nonlinear structures in high-dimensional data. It is based on MARS algorithm and utilizes Tikhonov regularization and Conic Qu...
Data Mining Approaches to Meteorological Data: A Review of NINLIL Climate Research Group Studies Batmaz, İnci (CRC, New York , 2023-12-01)

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