plotgmm: Plots histogram for 1-d GMM given the dataset

In KSD: Goodness-of-Fit Tests using Kernelized Stein Discrepancy

Description

Plots histogram for 1-d GMM given the dataset

Usage

plotgmm(data, mu = NULL)

Arguments

data	(n by 1): The dataset of interest, where n is the number of samples.
mu	: True mean of the GMM (optional)

Examples

# Plot pdf histogram for a given dataset
model <- gmm()
X <- rgmm(model)
plotgmm(data=X)

# Plot pdf histogram for a given dataset, with lines that indicate the mean
model <- gmm()
mu <- model$mu
X <- rgmm(model)
plotgmm(data=X, mu=mu)

Example output

KSD documentation built on Jan. 13, 2021, 8:39 a.m.