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compare.vector.distributions

Boxplots to compare distributions of vectors


Description

Uses boxplots to compare distributions of vectors.

Usage

CompareVectorBoxplots(draws, main = NULL, colors = NULL, burn = 0, ...)

Arguments

draws

A list of MCMC draws. Each list element is a matrix with rows corresponding to MCMC iterations and columns to variables. The matrices can have different numbers of rows, but should have the same numbers of columns.

main

Main title of the plot.

colors

Colors to use for the boxplots. The length must match the number entries in draws.

burn

The number of initial MCMC iterations to discard before making the plot.

...

Extra arguments passed to boxplot.

Details

Creates side-by-side boxplots with the dimensions of each vector gropued together.

Examples

x <- matrix(rnorm(300, mean = 1:3, sd = .4), ncol = 3, byrow = TRUE)
y <- matrix(rnorm(600, mean = 3:1, sd = .2), ncol = 3, byrow = TRUE)
CompareVectorBoxplots(list(x = x, y = y), colors = c("red", "blue"))

Boom

Bayesian Object Oriented Modeling

v0.9.7
LGPL-2.1 | file LICENSE
Authors
Steven L. Scott is the sole author and creator of the BOOM project. Some code in the BOOM libraries has been modified from other open source projects. These include Cephes (obtained from Netlib, written by Stephen L. Moshier), NEWUOA (M.J.D Powell, obtained from Powell's web site), and a modified version of the R math libraries (R core development team). Original copyright notices have been maintained in all source files. In these cases, copyright claimed by Steven L. Scott is limited to modifications made to the original code. Google claims copyright for code written while Steven L. Scott was employed at Google from 2008 - 2018, but BOOM is not an officially supported Google project.
Initial release
2021-02-15

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