acf2 {astsa}R Documentation

Plot and print ACF and PACF of a time series

Description

Produces a simultaneous plot (and a printout) of the sample ACF and PACF on the same scale. The zero lag value of the ACF is removed.

Usage

acf2(series, max.lag=NULL, plot=TRUE, main=NULL, ylim=NULL,
     na.action = na.pass, ...)

Arguments

series

The data. Does not have to be a time series object.

max.lag

Maximum lag. Can be omitted. Defaults to √{n} + 10 unless n < 60. If the series is seasonal, this will be at least 4 seasons by default.

plot

If FALSE, no graph is produced but the values are still printed.

main

Title of graphic; defaults to name of series.

ylim

Specify limits for the y-axis.

na.action

How to handle missing data; default is na.pass

...

Additional arguments passed to acf

Details

This is basically a wrapper for acf() provided in tseries. The error bounds are approximate white noise bounds, 0 \pm 2/√{n}; no other option is given.

Value

ACF

The sample ACF

PACF

The sample PACF

Author(s)

D.S. Stoffer

References

http://www.stat.pitt.edu/stoffer/tsa4/ and http://www.stat.pitt.edu/stoffer/tsda/

Examples

acf2(rnorm(100))
acf2(rnorm(100), 25, main='')  # no title
acf2(rnorm(100), plot=FALSE)[,'ACF']  # print only ACF

[Package astsa version 1.9 Index]