Olivia Martin


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I am a JD/PhD candidate in Economics at Stanford University and Stanford Law School. My research asks how public-law institutions can deliver essential goods and services—housing, safety-net programs, public safety—more effectively while protecting due-process values like accuracy, transparency, and accountability. Across projects, I combine causal inference with large-scale administrative records, text data, and large language models.

My work is supported by the Knight-Hennessy Scholars Program, the Stanford Institute for Economic Policy Research, the John M. Olin Program in Law and Economics, Arnold Ventures, and the Stanford Impact Labs.

Email: omartin at stanford dot edu