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>.

Getting started

Package details

AuthorYikun Zhang [aut, cre] (<https://orcid.org/0000-0003-3905-6346>), Yen-Chi Chen [aut] (<https://orcid.org/0000-0002-4485-306X>)
MaintainerYikun Zhang <yikunzhang@foxmail.com>
LicenseMIT + file LICENSE
Version0.1
URL https://github.com/zhangyk8/npDoseResponse/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("npDoseResponse")

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npDoseResponse documentation built on May 29, 2024, 7:05 a.m.