Package: lpdensity 2.5
lpdensity: Local Polynomial Density Estimation and Inference
Without imposing stringent distributional assumptions or shape restrictions, nonparametric estimation has been popular in economics and other social sciences for counterfactual analysis, program evaluation, and policy recommendations. This package implements a novel density (and derivatives) estimator based on local polynomial regressions, documented in Cattaneo, Jansson and Ma (2022) <doi:10.18637/jss.v101.i02>: lpdensity() to construct local polynomial based density (and derivatives) estimator, and lpbwdensity() to perform data-driven bandwidth selection.
Authors:
lpdensity_2.5.tar.gz
lpdensity_2.5.zip(r-4.5)lpdensity_2.5.zip(r-4.4)lpdensity_2.5.zip(r-4.3)
lpdensity_2.5.tgz(r-4.5-any)lpdensity_2.5.tgz(r-4.4-any)lpdensity_2.5.tgz(r-4.3-any)
lpdensity_2.5.tar.gz(r-4.5-noble)lpdensity_2.5.tar.gz(r-4.4-noble)
lpdensity_2.5.tgz(r-4.4-emscripten)lpdensity_2.5.tgz(r-4.3-emscripten)
lpdensity.pdf |lpdensity.html✨
lpdensity/json (API)
| # Install 'lpdensity' in R: |
| install.packages('lpdensity', repos = c('https://xinweima.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 months agofrom:2eba61e2cc. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 04 2025 |
| R-4.5-win | OK | Feb 04 2025 |
| R-4.5-mac | OK | Feb 04 2025 |
| R-4.5-linux | OK | Feb 04 2025 |
| R-4.4-win | OK | Feb 04 2025 |
| R-4.4-mac | OK | Feb 04 2025 |
| R-4.3-win | OK | Feb 04 2025 |
| R-4.3-mac | OK | Feb 04 2025 |
Exports:lpbwdensitylpdensitylpdensity.plot
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
