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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 ORCID iD [aut, cre], Yen-Chi Chen ORCID iD [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.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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