summary.naivedensityratio: Extract summary from 'naivedensityraito' object, including...

In densityratio: Distribution Comparison Through Density Ratio Estimation

Extract summary from naivedensityraito object, including two-sample significance test for homogeneity of the numerator and denominator samples

Description

Extract summary from naivedensityraito object, including two-sample significance test for homogeneity of the numerator and denominator samples

Usage

## S3 method for class 'naivedensityratio'
summary(
  object,
  test = FALSE,
  n_perm = 100,
  parallel = FALSE,
  cluster = NULL,
  ...
)

Arguments

object	Object of class naivedensityratio
test	logical indicating whether to statistically test for homogeneity of the numerator and denominator samples.
n_perm	Scalar indicating number of permutation samples
parallel	logical indicating to run the permutation test in parallel
cluster	NULL or a cluster object created by makeCluster. If NULL and parallel = TRUE, it uses the number of available cores minus 1.
...	further arguments passed to or from other methods.

Value

Summary of the fitted density ratio model

Examples

set.seed(123)
# Fit model
dr <- naive(numerator_small, denominator_small)
# Inspect model object
dr
# Obtain summary of model object
summary(dr)
# Plot model object
plot(dr)
# Plot density ratio for each variable individually
plot_univariate(dr)
# Plot density ratio for each pair of variables
plot_bivariate(dr)
# Predict density ratio and inspect first 6 predictions
head(predict(dr))
# Fit model with custom parameters
naive(numerator_small, denominator_small, m=2, kernel="epanechnikov")

densityratio documentation built on June 8, 2025, 11:17 a.m.