Package: lpdensity 2.5
Xinwei Ma
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.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://cran.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 2 months agofrom:2eba61e2cc. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 06 2024 |
| R-4.5-linux | OK | Dec 06 2024 |
Exports:lpbwdensitylpdensitylpdensity.plot
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
