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Basics

Name Mert Özkan
Label Ph.D. (in Aug 24) in Cognitive Neuroscience
Affiliation Dartmouth College
Email mert.ozkan.gr@dartmouth.edu

Education

  • 2018.09 - 2024.09

    NH, USA

    PhD
    Dartmouth College
    Cognitive Neuroscience
  • 2013.09 - 2018.01

    Ankara, Turkey

    BA
    Bilkent University
    Psychology

Skills

Programming
Python
R
MATLAB
Object Oriented Programming
Experiment Design & Analysis
Psychtoolbox
Quest
Palamedes
MNE
FieldTrip
SciPy
Scikit–Learn
rstatix
lme4
Data Handling & Visualization
pandas
NumPy
tidyverse
dplyr
SQL (learning)
seaborn
matplotlib
ggplot2
UMAP
Approaches & Methodologies
Psychophysics (Signal Detection Theory, Psychometry, Adaptive Procedures)
EEG (ERPs, Steady-State Visually Evoked Potentials, Time–Frequency Analyses)
Eye–Tracking (Eyelink)
Signal Processing
Fast Fourier Transforms
Empirical Mode Decomposition
Filtering (FIR, IIR)
Wavelets
Hilbert transform
Machine Learning & Modeling
Optimization (Maximum Likelihood Estimation, Ordinary Least Squares)
Classification (Support Vector Machines, K-Nearest Neighbor, Logistic Regression)
Dimensionality Reduction (Independent Component Analysis, Principal Component Analyses)
Modelling (Inverted Encoding Models, Psychometric Curve Fitting, The Normalization Model)
Statistical Testing
Linear Mixed–Effects Models
Generalized Linear Models, Bootstrapping
Permutation Analyses, Parametric Testing (t–tests, ANOVAs, Pearson Correlation)
Non–parametric Testing (Wilcoxon Signed–Rank, chi–Square, Spearman’s Rank Correlation)

Publications

Languages

English
Advanced
Turkish
Native
Spanish
Intermediate
French
un peu

Awards