plotHDI: Plots highest density interval (HDI) from (MCMC) samples and...

In hBayesDM: Hierarchical Bayesian Modeling of Decision-Making Tasks

Plots highest density interval (HDI) from (MCMC) samples and prints HDI in the R console. HDI is indicated by a red line. Based on John Kruschke's codes.

Description

Plots highest density interval (HDI) from (MCMC) samples and prints HDI in the R console. HDI is indicated by a red line. Based on John Kruschke's codes.

Usage

plotHDI(
  sample = NULL,
  credMass = 0.95,
  Title = NULL,
  xLab = "Value",
  yLab = "Density",
  fontSize = NULL,
  binSize = 30,
  ...
)

Arguments

sample	MCMC samples
credMass	A scalar between 0 and 1, indicating the mass within the credible interval that is to be estimated.
Title	Character value containing the main title for the plot
xLab	Character value containing the x label
yLab	Character value containing the y label
fontSize	Integer value specifying the font size to be used for the plot labels
binSize	Integer value specifyin ghow wide the bars on the histogram should be. Defaults to 30.
...	Arguments that can be additionally supplied to geom_histogram

Value

A vector containing the limits of the HDI

hBayesDM documentation built on Sept. 23, 2022, 9:06 a.m.