Package: bate 0.1.0

bate: Computes Bias-Adjusted Treatment Effect

Compute bounds for the treatment effect after adjusting for the presence of omitted variables in linear econometric models, according to the method of Basu (2022) <arxiv:2203.12431>. You supply the data, identify the outcome and treatment variables and additional regressors. The main functions will compute bounds for the bias-adjusted treatment effect. Many plot functions allow easy visualization of results.

Authors:Deepankar Basu [aut, cre], Evan Wasner [aut]

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bate/json (API)

# Install 'bate' in R:
install.packages('bate', repos = c('https://dbasu-umass.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/dbasu-umass/bate/issues

Datasets:

On CRAN:

3.70 score 2 scripts 201 downloads 18 exports 51 dependencies

Last updated 1 years agofrom:46798901e6. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 25 2024
R-4.5-winOKOct 25 2024
R-4.5-linuxOKOct 25 2024
R-4.4-winOKOct 25 2024
R-4.4-macOKOct 25 2024
R-4.3-winOKOct 25 2024
R-4.3-macOKOct 25 2024

Exports:cinhazcollect_parcplotbiasdelfplotdplotbateexpand_borderget_bordermycubicmydiscosterbdsosterdelstarovbiasovbias_lmovbias_parpartocoefselectrootsplit_nurrurrplot

Dependencies:classclassIntclicolorspaceconcavemancurlDBIdplyre1071fansifarvergenericsggplot2gluegtableisobandjsonliteKernSmoothlabelinglatex2explatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigproxypurrrR6RColorBrewerRcpprlangs2scalessensemakrsfstringistringrtibbletidyselectunitsutf8V8vctrsviridisLitewithrwk

Bias-Adjusted Treatment Effect

Rendered frombate-vignette.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2023-07-02
Started: 2022-03-05