Man pages for drcarlate
Improving Estimation Efficiency in CAR with Imperfect Compliance
| ATEDGP | Simulates the data for ATE estimators |
| ATEJLTZ | ATEJLTZ runs the code for ATE estimator |
| ATEOutput | Computes linear, nonparametric and regularized ATE estimator |
| ATETrueValue | Calculates the true ATE effect. |
| CovAdptRnd | Generate treatment assignment under various CARs |
| data_table | Data used to reproduce Table 5 results in Jiang et. al.... |
| feasiblePostLassoMatTool | Feasible Post Lasso Mat Tool |
| FuncDGP | Generate Data for LATE |
| JLTZ | Reproduce the results of the Jiang et al. (2022) |
| LinearLogit | Linear Regression or Logit Regression |
| LogisticReg | Logistic Regression Function |
| norminv | Inverse of the normal cumulative distribution function (cdf) |
| Output | Computes All the Estimators |
| pihat | Compute Estimated Treatment Assignment Probabilities |
| splinebasis | For each column of an input matrix, elements which are less... |
| stanE | Compute the Estimated Standard Error of the Input Estimator |
| tau | Compute Estimated LATE |
| TrueValue | Calculate the True LATE tau. |
