Package: lpdensity 3.0.1

lpdensity: Local Polynomial Density Estimation and Inference

Implements local polynomial distribution and density methods for point estimation, inference and bandwidth selection, documented in Cattaneo, Jansson and Ma (2020) <doi:10.1080/01621459.2019.1635480>, Cattaneo, Jansson and Ma (2022) <doi:10.18637/jss.v101.i02>, and Cattaneo, Jansson and Ma (2024) <doi:10.1016/j.jeconom.2021.01.006>. lpdensity() constructs local polynomial distribution and density estimators with robust bias-corrected inference, and lpbwdensity() implements data-driven bandwidth selection.

Authors:Matias D. Cattaneo [aut, cre], Michael Jansson [aut], Xinwei Ma [aut]

lpdensity_3.0.1.tar.gz
lpdensity_3.0.1.zip(r-4.7)lpdensity_3.0.1.zip(r-4.6)lpdensity_3.0.1.zip(r-4.5)
lpdensity_3.0.1.tgz(r-4.6-any)lpdensity_3.0.1.tgz(r-4.5-any)
lpdensity_3.0.1.tar.gz(r-4.7-any)lpdensity_3.0.1.tar.gz(r-4.6-any)
lpdensity_3.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
lpdensity/json (API)

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

Bug tracker:https://github.com/nppackages/lpdensity/issues

On CRAN:

Conda:

3.01 score 3 packages 48 scripts 2.4k downloads 3 exports 18 dependencies

Last updated from:9b2bfdbdbc. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK128
source / vignettesOK151
linux-release-x86_64OK164
macos-release-arm64OK110
macos-oldrel-arm64OK85
windows-develOK98
windows-releaseOK88
windows-oldrelOK99
wasm-releaseOK89

Exports:lpbwdensitylpdensitylpdensity.plot

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleMASSR6RColorBrewerrlangS7scalesvctrsviridisLitewithr