npDoseResponse: Nonparametric Estimation and Inference on Dose-Response Curves
A novel integral estimator for estimating the causal effects with continuous treatments (or dose-response curves) and a localized derivative estimator for estimating the derivative effects. The inference on the dose-response curve and its derivative is conducted via nonparametric bootstrap. The reference paper is Zhang, Chen, and Giessing (2024) <doi:10.48550/arXiv.2405.09003>.
| Version: | 0.1 |
| Imports: | parallel, stats |
| Suggests: | locpol |
| Published: | 2024-05-28 |
| DOI: | 10.32614/CRAN.package.npDoseResponse |
| Author: | Yikun Zhang  [aut,
cre],
Yen-Chi Chen
[aut] |
| Maintainer: | Yikun Zhang <yikunzhang at foxmail.com> |
| BugReports: | https://github.com/zhangyk8/npDoseResponse/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/zhangyk8/npDoseResponse/ |
| NeedsCompilation: | no |
| CRAN checks: | npDoseResponse results |
Documentation:
| Reference manual: | npDoseResponse.html , npDoseResponse.pdf |
Downloads:
| Package source: | npDoseResponse_0.1.tar.gz |
| Windows binaries: | r-devel: npDoseResponse_0.1.zip, r-release: npDoseResponse_0.1.zip, r-oldrel: npDoseResponse_0.1.zip |
| macOS binaries: | r-release (arm64): npDoseResponse_0.1.tgz, r-oldrel (arm64): npDoseResponse_0.1.tgz, r-release (x86_64): npDoseResponse_0.1.tgz, r-oldrel (x86_64): npDoseResponse_0.1.tgz |
Linking:
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