Improving Estimation for Two-Dimensional Regression Discontinuity Designs in Education With Gaussian Process Regression
Journal of Educational and Behavioral Statistics
Published online on February 13, 2026
Abstract
Journal of Educational and Behavioral Statistics, Ahead of Print.
Sometimes a treatment, such as receiving a high school diploma, is assigned to students if their scores on two inputs (e.g., math and English test scores) are above established cutoffs. This forms a multidimensional regression discontinuity design (RDD) ...
Sometimes a treatment, such as receiving a high school diploma, is assigned to students if their scores on two inputs (e.g., math and English test scores) are above established cutoffs. This forms a multidimensional regression discontinuity design (RDD) ...