Constructing multiple, independent analyses in the regression discontinuity design with multiple cutoffs

Y Lee, C Tan, B Karmakar - Observational Studies, 2024 - muse.jhu.edu
The regression discontinuity (RD) design is a commonly used non-experimental approach
for evaluating policy or program effects. However, this approach heavily relies on the …

Using Gaussian Process Regression in Two-Dimensional Regression Discontinuity Designs. EdWorkingPaper No. 24-1043.

L An, Z Branson, L Miratrix - Annenberg Institute for School Reform at Brown …, 2024 - ERIC
Sometimes a treatment, such as receiving a high school diploma, is assigned to students if
their scores on two inputs (eg, math and English test scores) are above established cutoffs …

[PDF][PDF] Boundary estimation in the regression-discontinuity design: Evidence for a merit-and need-based financial aid program

E Merlano - Statement of Originality, 2022 - qmro.qmul.ac.uk
In the conventional regression-discontinuity (RD) design, the probability that units receive a
treatment changes discontinuously as a function of one covariate exceeding a threshold or …