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urbin: Unifying Estimation Results with Binary Dependent Variables

Calculate unified measures that quantify the effect of a covariate on a binary dependent variable (e.g., for meta-analyses). This can be particularly important if the estimation results are obtained with different models/estimators (e.g., linear probability model, logit, probit, ...) and/or with different transformations of the explanatory variable of interest (e.g., linear, quadratic, interval-coded, ...). The calculated unified measures are: (a) semi-elasticities of linear, quadratic, or interval-coded covariates and (b) effects of linear, quadratic, interval-coded, or categorical covariates when a linear or quadratic covariate changes between distinct intervals, the reference category of a categorical variable or the reference interval of an interval-coded variable needs to be changed, or some categories of a categorical covariate or some intervals of an interval-coded covariate need to be grouped together. Approximate standard errors of the unified measures are also calculated. All methods that are implemented in this package are described in the 'vignette' "Extracting and Unifying Semi-Elasticities and Effect Sizes from Studies with Binary Dependent Variables" that is included in this package.

Version: 0.1-14
Depends: R (≥ 2.14.0)
Suggests: sampleSelection (≥ 0.7-0), maxLik (≥ 1.1-2), mfx (≥ 1.1), mlogit (≥ 0.3-0), MASS (≥ 7.3-50), mvProbit (≥ 0.1-8), knitr, stargazer
Published: 2024-10-01
DOI: 10.32614/CRAN.package.urbin
Author: Arne Henningsen ORCID iD [aut, cre], Geraldine Henningsen ORCID iD [aut]
Maintainer: Arne Henningsen <arne.henningsen at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://r-forge.r-project.org/projects/urbin/
NeedsCompilation: no
Materials: NEWS
CRAN checks: urbin results

Documentation:

Reference manual: urbin.pdf
Vignettes: Extracting and Unifying Semi-Elasticities and Effect Sizes from Studies with Binary and Categorical Dependent Variables (source, R code)
Extracting and Unifying Semi-Elasticities and Effect Sizes from Studies with Binary Dependent Variables (source, R code)

Downloads:

Package source: urbin_0.1-14.tar.gz
Windows binaries: r-devel: urbin_0.1-14.zip, r-release: urbin_0.1-14.zip, r-oldrel: urbin_0.1-14.zip
macOS binaries: r-release (arm64): urbin_0.1-14.tgz, r-oldrel (arm64): urbin_0.1-14.tgz, r-release (x86_64): urbin_0.1-14.tgz, r-oldrel (x86_64): urbin_0.1-14.tgz
Old sources: urbin archive

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.
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