summary.lpdensity {lpdensity} | R Documentation |
Summary Method for Local Polynomial Density Estimation and Inference
Description
The summary method for local polynomial density objects.
Usage
## S3 method for class 'lpdensity'
summary(object, ...)
Arguments
object |
Class "lpdensity" object, obtained from calling |
... |
Additional options, including (i) |
Author(s)
Matias D. Cattaneo, Princeton University. cattaneo@princeton.edu.
Michael Jansson, University of California Berkeley. mjansson@econ.berkeley.edu.
Xinwei Ma (maintainer), University of California San Diego. x1ma@ucsd.edu.
See Also
lpdensity
for local polynomial density estimation.
Supported methods: coef.lpdensity
, confint.lpdensity
,
plot.lpdensity
, print.lpdensity
, summary.lpdensity
,
vcov.lpdensity
.
Examples
# Generate a random sample
set.seed(42); X <- rnorm(2000)
# Estimate density and report results
est1 <- lpdensity(data = X, bwselect = "imse-dpi")
summary(est1)
# Report results for a subset of grid points
summary(est1, grid=est1$Estimate[4:10, "grid"])
summary(est1, gridIndex=4:10)
# Report the 99% uniform confidence band
set.seed(42) # fix the seed for simulating critical values
summary(est1, alpha=0.01, CIuniform=TRUE)