Package: QTE.RD 1.1.0
QTE.RD: Quantile Treatment Effects under the Regression Discontinuity Design
Provides comprehensive methods for testing, estimating, and conducting uniform inference on quantile treatment effects (QTEs) in sharp regression discontinuity (RD) designs, incorporating covariates and implementing robust bias correction methods of Qu, Yoon, Perron (2024) <doi:10.1162/rest_a_01168>.
Authors:
QTE.RD_1.1.0.tar.gz
QTE.RD_1.1.0.zip(r-4.5)QTE.RD_1.1.0.zip(r-4.4)QTE.RD_1.1.0.zip(r-4.3)
QTE.RD_1.1.0.tgz(r-4.4-any)QTE.RD_1.1.0.tgz(r-4.3-any)
QTE.RD_1.1.0.tar.gz(r-4.5-noble)QTE.RD_1.1.0.tar.gz(r-4.4-noble)
QTE.RD_1.1.0.tgz(r-4.4-emscripten)QTE.RD_1.1.0.tgz(r-4.3-emscripten)
QTE.RD.pdf |QTE.RD.html✨
QTE.RD/json (API)
NEWS
| # Install 'QTE.RD' in R: |
| install.packages('QTE.RD', repos = c('https://jungmoyoon.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 months agofrom:859d48711a. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 29 2024 |
| R-4.5-win | OK | Oct 29 2024 |
| R-4.5-linux | OK | Oct 29 2024 |
| R-4.4-win | OK | Oct 29 2024 |
| R-4.4-mac | OK | Oct 29 2024 |
| R-4.3-win | OK | Oct 29 2024 |
| R-4.3-mac | OK | Oct 29 2024 |
Exports:cv.bandwidthdepamake.bandmake.band.cqrd.qterdqrdq.bandrdq.bandwidthrdq.biasrdq.condfrdq.simrdq.testrun.test
Dependencies:latticeMASSMatrixMatrixModelsplotrixquantregSparseMsurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| QTE.RD: Quantile Treatment Effects under the Regression Discontinuity Design | QTE.RD-package QTE.RD |
| Cross-validation bandwidth | cv.bandwidth |
| Epanechnikov kernel | depa |
| Uniform confidence bands for QTE | make.band |
| Uniform confidence bands for conditional quantile processes | make.band.cq |
| QTE plots | plot.qte |
| Print a band.qte object | print.band.qte |
| Print a bw.qte object | print.bw.qte |
| Print a qte object. | print.qte |
| Print a summary.qte object | print.summary.qte |
| Print a test.qte object | print.test.qte |
| QTE and its uniform confidence band. | rd.qte |
| Estimate the QTE under the RDD | rdq |
| Uniform confidence bands for QTE | rdq.band |
| Bandwidth estimation | rdq.bandwidth |
| Bias estimation | rdq.bias |
| Conditional density estimation | rdq.condf |
| Simulation the asymptotic distributions | rdq.sim |
| tests for QTE | rdq.test |
| Run tests | run.test |
| Uniform confidence band for QTE. | summary.qte |
