Fulya Gökalp Yavuz

E-mail

fgokalp@metu.edu.tr

Department

Department of Statistics

ORCID

0000-0002-7750-9767

Scopus Author ID

56964286200

Web of Science Researcher ID

AAZ-5466-2020

Examining parallelization in kernel regression Oltulu, Orçun; Gökalp Yavuz, Fulya (2023-11-04) For a few decades, parallelization in statistical computing has been an increasing trend, and researchers have put significant effort into converting or adjusting known statistical methods and algorithms in parallel. The m...
Hybrid statistical and machine learning modeling of cognitive neuroscience data Çakar, Serenay; Gökalp Yavuz, Fulya (2023-01-01) The nested data structure is prevalent for cognitive measure experiments due to repeatedly taken observations from different brain locations within subjects. The analysis methods used for this data type should consider the...
Variable selection in robust heteroscedastic models with autoregressive covariance structures using EM-type algorithm Gökalp Yavuz, Fulya; GÜNEY, YEŞİM; ARSLAN, OLÇAY (2022-12-19) The joint modeling of location and scatter matrix with multivariate t-distribution provides a valuable extension to the classical approach with normal distribution when the data set under consideration involves outliers or...
Dependency Structure-Based Cognitive Data Analysis Çakar, Serenay; Gökalp Yavuz, Fulya (2022-11-03)
Cross Country Analysis of the Mathematical Achievement Scores with TIMSS Data Koca, Burcu; Gökalp Yavuz, Fulya (2022-11-03) Providing qualified education and raising well-educated students are the core responsibilities to achieve success in various areas such as art, science, and culture for countries. The significant paths to do this are track...
Robust estimation in multivariate heteroscedastic regression models with autoregressive covariance structures using EM algorithm GÜNEY, YEŞİM; ARSLAN, OLÇAY; Gökalp Yavuz, Fulya (2022-09-01) © 2022 Elsevier Inc.In the analysis of repeated or clustered measurements, it is crucial to determine the dynamics that affect the mean, variance, and correlations of the data, which will be possible using appropriate mode...
Data Science Education for Developing Countries: the Process of Democratization Gökalp Yavuz, Fulya (2022-08-26)
An analysis to identify the structural breaks of Covid-19 in Turkey GÜNEY, YEŞİM; TUAÇ, YETKİN; ÖZDEMİR, ŞENAY; Gökalp Yavuz, Fulya; ARSLAN, OLÇAY (2022-06-01)
Is robot-assisted laparoscopic myomectomy superior to laparoscopic myomectomy? Abike, Faruk; Gemici, Ali; Gökalp Yavuz, Fulya; Sammour, Bashar; Tapisiz, Omer Lutfi; Dunder, Ilkkan (2022-05-01) © 2022 S.O.G. CANADA Inc.. All rights reserved.Background: To determine whether RLM (Robot-assisted Laparoscopic Myomectomy) or LM (Laparoscopic Myomectomy) provides better surgical and post-operative outcomes for patients...
Nested and robust modeling techniques for fNIRS data with demographics and experiment related factors in n-back task Çakar, Serenay; Gökalp Yavuz, Fulya (2022-01-01) Functional near-infrared spectroscopy (fNIRS) signals are used to measure relative changes in oxyhemoglobin (HbO) and deoxyhemoglobin (HbR) concentrations. Brain response studies constitute multilevel or nested datasets fo...

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