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Harry Anthony Patrinos
Designing Effective Public-Private Partnerships in Education
Topics: School ChoicePublicly funded school choice is examined as a form of education public-private partnership (PPP), with cross-national differences interpreted through institutional design rather than private provision alone. A novel theoretical framework derives two indicators – alignment and coherence – from a… more →
Returns to Education in the United States: A Comparison of OLS and Double Machine Learning Methods
Topics: MethodsThis study examines the economic returns to education in the U.S. using 2024 CPS data and compares Ordinary Least Squares (OLS) regression with a Double Machine Learning (DML) framework incorporating models such as random forests, boosted trees, lasso, GAMs, and neural networks (MLP). Results… more →