CRAN/E | DRDID

DRDID

Doubly Robust Difference-in-Differences Estimators

Installation

About

Implements the locally efficient doubly robust difference-in-differences (DiD) estimators for the average treatment effect proposed by Sant'Anna and Zhao (2020) doi:10.1016/j.jeconom.2020.06.003. The estimator combines inverse probability weighting and outcome regression estimators (also implemented in the package) to form estimators with more attractive statistical properties. Two different estimation methods can be used to estimate the nuisance functions.

Citation DRDID citation info
psantanna.com/DRDID/
github.com/pedrohcgs/DRDID
Bug report File report

Key Metrics

Version 1.0.6
R ≥ 3.5
Published 2023-05-18 333 days ago
Needs compilation? no
License GPL-3
CRAN checks DRDID results
Language en-US

Downloads

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Last 7 days 475 -29%
Last 30 days 2.181 -12%
Last 90 days 10.238 +51%
Last 365 days 32.275 +24%

Maintainer

Maintainer

Pedro H. C. Sant'Anna

pedrosantanna@causal-solutions.com

Authors

Pedro H. C. Sant'Anna

aut / cre

Jun Zhao

aut

Material

README
NEWS
Reference manual
Package source

In Views

CausalInference
Econometrics

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

DRDID archive

Depends

R ≥ 3.5

Imports

stats
trust
BMisc ≥ 1.4.1

Suggests

knitr
rmarkdown
spelling
testthat

Reverse Imports

did