rp_diagProfile: Diagonal Recurrence Profile

In FredHasselman/casnet: A Toolbox for Studying Complex Adaptive Systems and Networks

Diagonal Recurrence Profile

Description

Diagonal Recurrence Profile

Usage

rp_diagProfile(
  RM,
  diagWin = NULL,
  xname = "X-axis",
  yname = "Y-axis",
  theiler = 0,
  DLmin = 2,
  VLmin = 2,
  HLmin = 2,
  DLmax = length(Matrix::diag(RM)),
  VLmax = length(Matrix::diag(RM)),
  HLmax = length(Matrix::diag(RM)),
  doShuffle = FALSE,
  y1 = NULL,
  y2 = NULL,
  shuffleWhich = "y1",
  Nshuffle = 19,
  doEmbed = TRUE,
  AUTO = NULL,
  chromatic = FALSE,
  matrices = FALSE,
  doPlot = TRUE,
  returnOnlyPlot = FALSE
)

Arguments

RM	A binary recurrence matrix
diagWin	Window around the line of synchrony
xname	Label for x-axis
yname	Label for y-axis
theiler	Use a theiler window around the main diagonal (Line of Identity/Synchronisation) to remove auto-correlations at short time-lags: 0 will include the main diagonal in all RQA measure calculations. 1 will remove the main diagonal from all RQA measure calculations. NA (default), will check if the matrix is symmetrical , if so, it will remove the diagonal by setting theiler = 1 (Line of Identity, Auto-RQA), if it is not symmetrical (Line of Synchronisation, Cross-RQA) it will set theiler = 0. A value greater than 1 will remove that many diagonals around and including the diagonal from all RQA measure calculations. So theiler = 2 means exclude 2 diagonals around the main diagonal, including the main diagonal itself: ⁠[-1,0,1]⁠. If theiler is a numeric vector of length(theiler) == 2 it is possible to exclude an asymmetrical window. The values are interpreted as end points in a sequence of diagonal ID's, e.g. theiler = c(-1,5) will exclude ⁠[-1,0,1,2,3,4,5]⁠. If length(theiler) > 2, the values will be considered individual diagonal ID's, e.g. theiler = c(-3,-1,0,2,5), will exclude only those specific ID's. Also see the note.
DLmin	Minimal diagonal line length (default = 2)
VLmin	Minimal vertical line length (default = 2)
HLmin	Minimal horizontal line length (default = 2)
DLmax	Maximal diagonal line length (default = length of diagonal -1)
VLmax	Maximal vertical line length (default = length of diagonal -1)
HLmax	Maximal horizontal line length (default = length of diagonal -1)
doShuffle	Should a shuffled baseline be calculated (default = FALSE)
y1	The original y1 time series
y2	The original y2 time series
shuffleWhich	Which of the time series should be shuffled: 'y1' or 'y2'? (default = 'y2')
Nshuffle	How many shuffled versions to make up the baseline? The default is 19, which is the minimum for a one-sided surrogate test.
doEmbed	If doShuffle = TRUE, should the data in y1 and y2 be considered embedded time series? The temporal order of all columns in y2 will be randomly shuffled in the same way, keeping coordinates together (default = FALSE)
AUTO	Auto-recurrence? (default = FALSE)
chromatic	Force chromatic RQA? (default = FALSE)
matrices	Return matrices? (default = FALSE)
doPlot	Plot (default = TRUE)
returnOnlyPlot	Don't plot to graphics device, but do return the plot (default = FALSE)

Value

A plot and/or the data for the plot

FredHasselman/casnet documentation built on March 10, 2024, 8:23 a.m.