Serenay Çakar

E-mail

serenay@metu.edu.tr

Department

Department of Statistics

ORCID

0000-0003-1434-6304

Web of Science Researcher ID

ABA-7924-2021

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...
Dependency Structure-Based Cognitive Data Analysis Çakar, Serenay; Gökalp Yavuz, Fulya (2022-11-03)
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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