R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
CausalSpline
View on CRAN: Click
here
Download and install CausalSpline package within the R console
Install from CRAN:
install.packages("CausalSpline")
Install from Github:
library("remotes")
install_github("cran/CausalSpline") Install by package version:
library("remotes")
install_version("CausalSpline", "0.1.0") Attach the package and use:
library("CausalSpline")
Maintained by
Subir Hait
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-25
Latest Update: 2026-03-25
Description:
Estimates nonlinear causal dose-response functions for continuous treatments using spline-based methods under standard causal assumptions (unconfoundedness / ignorability). Implements three identification strategies: Inverse Probability Weighting (IPW) via the generalised propensity score (GPS), G-computation (outcome regression), and a doubly-robust combination. Natural cubic splines and B-splines are supported for both the exposure-response curve f(T) and the propensity nuisance model. Pointwise confidence bands are obtained via the sandwich estimator or nonparametric bootstrap. Also provides fragility diagnostics including pointwise curvature-based fragility, uncertainty-normalised fragility, and regional integration over user-defined treatment intervals. Builds on the framework of Hirano and Imbens (2004) <doi:10.1111/j.1468-0262.2004.00481.x> for continuous treatments and extends it to fully nonparametric spline estimation.
How to cite:
Subir Hait (2026). CausalSpline: Nonlinear Causal Dose-Response Estimation via Splines. R package version 0.1.0, https://cran.r-project.org/web/packages/CausalSpline. Accessed 28 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited CausalSpline R package
View CausalSpline citation profile
Other R packages that CausalSpline depends,
imports, suggests or enhances
Complete documentation for CausalSpline
Functions, R codes and Examples using
the CausalSpline R package
Full CausalSpline package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
daqapo
Provides a variety of methods to identify data quality issues in process-oriented data, which are us ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Niels Martin (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
textmineR
An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tommy Jones (view profile)
NPBayesImputeCat
These routines create multiple imputations of missing at random categorical data, and create multipl ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jingchen Hu (view profile)
ExplodeLayout
Current layout algorithms such as Kamada Kawai do not take into consideration disjoint clusters in a ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Weibin Zhang (view profile)
openintro
Supplemental functions and data for 'OpenIntro' resources, which
includes open-source textbooks and ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mine Çetinkaya-Rundel (view profile)
27,987
R Packages
239,283
Dependencies
74,234
Author Associations
27,988
Publication Badges
