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  1. keystroke-xgboost-complexity keystroke-xgboost-complexity Public

    A proof of concept using XGBoost to predict text complexity from keystroke logging dynamics (pauses, bursts, and revisions). Presented at AIME 2025.

    R

  2. feature-impact-causal-ml feature-impact-causal-ml Public

    A 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

  3. nested-logistic-mediation-khb nested-logistic-mediation-khb Public

    Replication 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

  4. piaac-gender-wage-gap piaac-gender-wage-gap Public

    Analysis 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