method_norm_1d: Univariate parametric normal HDR estimator

In ggdensity: Interpretable Bivariate Density Visualization with 'ggplot2'

Univariate parametric normal HDR estimator

Description

Function used to specify univariate normal density estimator for get_hdr_1d() and layer functions (e.g. geom_hdr_rug()).

Usage

method_norm_1d()

Details

For more details on the use and implementation of the method_*_1d() functions, see vignette("method", "ggdensity").

Examples

# Normal estimators are useful when an assumption of normality is appropriate
df <- data.frame(x = rnorm(1e3))

ggplot(df, aes(x)) +
  geom_hdr_rug(method = method_norm_1d()) +
  geom_density()

# Can also be used with `get_hdr_1d()` for numerical summary of HDRs
res <- get_hdr_1d(df$x, method = method_norm_1d())
str(res)

ggdensity documentation built on Feb. 16, 2023, 10:37 p.m.