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plot.macf

Plots individual autocorrelation functions for many-valued time series


Description

Produces individual autocorrelation functions for many-valued time series such as those produced by highly multivariate MCMC output. Cross-correlations such as those produced by acf are not shown.

Usage

PlotMacf(x, lag.max = 40, gap = 0.5, main = NULL, boxes = TRUE,
         xlab = "lag", ylab = "ACF", type = "h")

Arguments

x

matrix or 3-way array of MCMC output (or other time series). The first dimension represents discrete time.

lag.max

maximum lag to use when computing ACF's.

gap

non-negative scalar. gap between plots

main

character. main title for the plot

boxes

logical. Should boxes be drawn around the plots

xlab

character label for horizontal axis.

ylab

character label for vertical axis.

type

type of line plot to show. Defaults to "h". See plot.default for other options.

Value

Called for its side effect

Author(s)

Steven L. Scott

See Also

Examples

x <- matrix(rnorm(1000), ncol=10)
PlotMacf(x)

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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