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NonlinearRDD (version 0.0.4)

Nonlinear Regression Discontinuity Design

Description

Estimation of the possibly nonlinear and non separable structural function in regression discontinuity designs with a continuous treatment variable. The method is based on Xie (2022) .

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Version

Install

install.packages('NonlinearRDD')

Monthly Downloads

13

Version

0.0.4

License

GPL-3

Maintainer

Haitian Xie

Last Published

November 26th, 2023

Functions in NonlinearRDD (0.0.4)

nrdbw

Bandwidth selector for nonlinear RDD
NRDD

Nonlinear RDD estimator
k

This is an internal function. The kernel function
h0

This is an internal function. The treatment choice function below the cutoff, used for the data generating function nrddgp.
nrdse

Standard error for nonlinear RDD
g

This is an internal function. The structural function.
nrddgp

Data generating process for nonlinear RDD
D

This is an internal function. It calculates the criterion function for semiparametric estimation.
h1

This is an internal function. The treatment choice function above the cutoff, used for the data generating function nrddgp.
K_Y

This is an internal function. The anti-derivative of the kernel function.