Methodological Research

Machine Learning

Deep learning and causal inference, and their use in the social and behavioral sciences.

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Overview

About this work

I am interested in how ideas from machine learning — including deep learning and causal inference — can be adapted to the questions and data that arise in the social and behavioral sciences.

A current direction explores generative AI for Monte Carlo simulation studies, aiming to make methodological research faster and more reproducible.

Selected Work

Related publications

Related work coming soon.