The lpcde package provides R implementation of bandwidth selection, point estimation and inference procedures for local polynomial conditional distribution and density methods.

This work was supported by the National Science Foundation through grant SES-1947805, SES-1947662, and SES-2241575, and by the National Institutes of Health through grant R01 GM072611-16.

https://nppackages.github.io/lpcde

Please email: lpcde@googlegroups.com

Install the development version of the package by running

devtools::install_github('nppackages/lpcde/R/lpcde')

To install/update in R type:

install.packages('lpcde')

Details regarding package updates can be found in NEWS.md.

• Help: R Manual, CRAN repository.

• A simple replication file: R-script.

• Additional simulations using this package: Technical Paper replication script, R Journal Article replication script

• Cattaneo, Chandak, Jansson and Ma (2022): lpcde: Estimation and Inference for Local Polynomial Conditional Density Estimators.
  Working paper.

• Cattaneo, Chandak, Jansson and Ma (2023): Boundary Adaptive Local Polynomial Conditional Density Estimators.
  Bernoulli, forthcoming.
  Supplemental appendix.