This dataset is based on the ACCES Program and generated according to scenario A described in Appendix D of Zhang et al. (2022). In this scenario, the baseline policy (cutoff) is set equal to the oracle policy.
simdata_AA data frame with 2000 rows and 3 columns:
outcome variable
running variable
cutoff value
Zhang, Y., Ben-Michael, E. and Imai, K. (2022) 'Safe Policy Learning under Regression Discontinuity Designs with Multiple Cutoffs', arXiv [stat.ME]. Available at: http://arxiv.org/abs/2208.13323.