- San Francisco, CA
- gulsahgurkan.com
- in/GulsahGurkan
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keystroke-xgboost-complexity
keystroke-xgboost-complexity PublicA proof of concept using XGBoost to predict text complexity from keystroke logging dynamics (pauses, bursts, and revisions). Presented at AIME 2025.
R
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feature-impact-causal-ml
feature-impact-causal-ml PublicA comparative causal analysis using XGBoost Propensity Score Modeling and Overlap Weighting (ATO) to isolate the impact of feature adoption on retention while mitigating tenure-based selection bias.
Jupyter Notebook
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nested-logistic-mediation-khb
nested-logistic-mediation-khb PublicReplication scripts for Gurkan, Benjamini, Braun. (2021). A guide for performing defensible inferences in nested logistic sequences using OECD PIAAC data. Includes KHB method and FDR control.
R
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piaac-gender-wage-gap
piaac-gender-wage-gap PublicAnalysis of U.S. gender wage disparities using PIAAC survey data. Features complex survey modeling, human capital analysis, and distributional insights into the "top earner" gap. Published with ETS…
R
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