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hettreatreg: Heterogeneous Treatment Effects in Regression Analysis

Computes diagnostics for linear regression when treatment effects are heterogeneous. The output of 'hettreatreg' represents ordinary least squares (OLS) estimates of the effect of a binary treatment as a weighted average of the average treatment effect on the treated (ATT) and the average treatment effect on the untreated (ATU). The program estimates the OLS weights on these parameters, computes the associated model diagnostics, and reports the implicit OLS estimate of the average treatment effect (ATE). See Sloczynski (2019), <http://people.brandeis.edu/~tslocz/Sloczynski_paper_regression.pdf>.

Version: 0.1.0
Depends: R (≥ 3.1)
Imports: stats
Published: 2020-05-13
DOI: 10.32614/CRAN.package.hettreatreg
Author: Tymon Sloczynski [aut], Mark McAvoy [cre]
Maintainer: Mark McAvoy <mcavoy at brandeis.edu>
License: GPL-2
URL: https://github.com/tslocz/hettreatreg
NeedsCompilation: no
CRAN checks: hettreatreg results

Documentation:

Reference manual: hettreatreg.pdf

Downloads:

Package source: hettreatreg_0.1.0.tar.gz
Windows binaries: r-devel: hettreatreg_0.1.0.zip, r-release: hettreatreg_0.1.0.zip, r-oldrel: hettreatreg_0.1.0.zip
macOS binaries: r-release (arm64): hettreatreg_0.1.0.tgz, r-oldrel (arm64): hettreatreg_0.1.0.tgz, r-release (x86_64): hettreatreg_0.1.0.tgz, r-oldrel (x86_64): hettreatreg_0.1.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.