Package: lpdensity
Title: Local Polynomial Density Estimation and Inference
Version: 2.0
Author: Matias D. Cattaneo, Michael Jansson, Xinwei Ma
Maintainer: Xinwei Ma <x1ma@ucsd.edu>
Description: 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: lpdensity() to construct local polynomial based density (and derivatives) estimator, and lpbwdensity() to perform data-driven bandwidth selection.
Imports: ggplot2, MASS
Depends: R (>= 3.1)
License: GPL-2
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1
NeedsCompilation: no
Packaged: 2020-08-04 04:34:28 UTC; xinweima
Repository: CRAN
Date/Publication: 2020-08-04 05:20:03 UTC
Built: R 3.6.3; ; 2020-08-04 21:44:41 UTC; windows
