Description
Boundary Adaptive Local Polynomial Conditional Density Estimator.
Description
Tools for estimation and inference of conditional densities, derivatives and functions. This is the companion software for Cattaneo, Chandak, Jansson and Ma (2024) <doi:10.48550/arXiv.2204.10359>.
README.md
LPCDE
The lpcde package provides R implementation for bandwidth selection, point estimation and inference for local polynomial conditional distribution and density methods.
This work was supported by National Science Foundation through grant SES-1947662 and the National Institute of Health through grant R01 GM072611-16.
Website
https://nppackages.github.io/lpcde
R Implementation
To install/update in R type:
install.packages('lpcde')
Software and Implementation
- Cattaneo, Chandak, Jansson and Ma (2022): [lpcde: Local Polynomial Conditional Density Estimation and Inference]
R Journal, forthcoming.
Technical and Methodological
- Cattaneo, Chandak, Jansson and Ma (2022): [Boundary Adaptive Local Polynomial Conditional Density Estimators]
forthcoming.