Package: endoSwitch 1.0.0

endoSwitch: Endogenous Switching Regression Models

Maximum likelihood estimation of endogenous switching regression models from Heckman (1979) <doi:10.2307/1912352> and estimation of treatment effects.

Authors:Bowen Chen [aut, cre], Seong Yun [ctb], Benjamin Gramig [ctb]

endoSwitch_1.0.0.tar.gz
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endoSwitch.pdf |endoSwitch.html✨
endoSwitch/json (API)

# Install 'endoSwitch' in R:

install.packages('endoSwitch', repos = c('https://cbw1243.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/cbw1243/endoswitch/issues

Datasets:

ImpactData - A dataset on adoption of conservation agriculture in Zambia

On CRAN:

causal-inference econometrics endogeneity treatment-effects

2 exports 1 stars 0.74 score 24 dependencies 1 scripts 238 downloads

Last updated 4 years agofrom:d572d57b31. Checks:OK: 5 NOTE: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 12 2024
R-4.5-win	NOTE	Sep 12 2024
R-4.5-linux	NOTE	Sep 12 2024
R-4.4-win	OK	Sep 12 2024
R-4.4-mac	OK	Sep 12 2024
R-4.3-win	OK	Sep 12 2024
R-4.3-mac	OK	Sep 12 2024

Exports:endoSwitch endoSwitch2Stage

Dependencies:cli data.table digest expm fansi generics glue lattice lifecycle magrittr Matrix maxLik miscTools msm mvtnorm pillar pkgconfig rlang sandwich survival tibble utf8 vctrs zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Endogenous switching regression	calcPar
Endogenous Switching Regression Models	endoSwitch
Endogenous switching regression	endoSwitch2Stage
A dataset on adoption of conservation agriculture in Zambia	ImpactData
Summarize the endogenous switching regression results.	summary.endoSwitch
Endogenous switching regression	treatmentEffect