Package: bunching 0.8.6

bunching: Estimate Bunching

Implementation of the bunching estimator for kinks and notches. Allows for flexible estimation of counterfactual (e.g. controlling for round number bunching, accounting for other bunching masses within bunching window, fixing bunching point to be minimum, maximum or median value in its bin, etc.). It produces publication-ready plots in the style followed since Chetty et al. (2011) <doi:10.1093/qje/qjr013>, with lots of functionality to set plot options.

Authors:Panos Mavrokonstantis [aut, cre]

bunching_0.8.6.tar.gz
bunching_0.8.6.zip(r-4.5)bunching_0.8.6.zip(r-4.4)bunching_0.8.6.zip(r-4.3)
bunching_0.8.6.tgz(r-4.4-any)bunching_0.8.6.tgz(r-4.3-any)
bunching_0.8.6.tar.gz(r-4.5-noble)bunching_0.8.6.tar.gz(r-4.4-noble)
bunching_0.8.6.tgz(r-4.4-emscripten)bunching_0.8.6.tgz(r-4.3-emscripten)
bunching.pdf |bunching.html
bunching/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/mavpanos/bunching/issues

Datasets:

On CRAN:

12 exports 5 stars 1.19 score 38 dependencies 5 scripts 306 downloads

Last updated 2 years agofrom:cfba761ae8. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 22 2024
R-4.5-winNOTEAug 22 2024
R-4.5-linuxNOTEAug 22 2024
R-4.4-winNOTEAug 22 2024
R-4.4-macNOTEAug 22 2024
R-4.3-winNOTEAug 22 2024
R-4.3-macNOTEAug 22 2024

Exports:bin_databunchitdo_bootstrapdo_correctiondomregionelasticityfit_bunchingmarginal_bunchernotch_equationplot_bunchingplot_histprep_data_for_fit

Dependencies:BBclicolorspacecpp11dplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrquadprogR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

Introduction to the bunching Package

Rendered frombunching_examples.Rmdusingknitr::rmarkdownon Aug 22 2024.

Last update: 2022-08-16
Started: 2019-08-07

Optimization Theory Behind the bunching Package

Rendered frombunching_theory.Rmdusingknitr::rmarkdownon Aug 22 2024.

Last update: 2022-08-16
Started: 2019-08-07