plotDC_lvl: Plot Peaks versus Levels

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

Plot Peaks versus Levels

Description

Produce a plot in which the output of dc_win() and dc_ccp() on the same multivariate timeseries data is combined with the output of ts_level() on a state variable of the same length as the multivariate data.

Usage

plotDC_lvl(
  df_win,
  df_ccp = NA,
  df_lvl,
  win,
  useVarNames = TRUE,
  colOrder = TRUE,
  useTimeVector = NA,
  timeStamp = "31-01-1999",
  doPlot = TRUE,
  title = "Peaks versus Levels Plot",
  subtitle = "",
  xlabel = "Time",
  ylabel = "",
  levelName = "State variable"
)

Arguments

df_win	A data frame containing series of Dynamic Complexity values obtained by running function dc_win()
df_ccp	If an object generated by dc_ccp(), the levels shown in the plot will only be displayed if there is an cumulative complexity peak at that time point (default = NA )
df_lvl	A dataframe generated by ts_level() of a variable that is considered a state variable.
win	Size of window in which to calculate Dynamic Complexity. If win < NROW(df) the window will move along the time series with a stepsize of 1 (default = NROW(df))
useVarNames	Use the column names of df as variable names in the Complexity Resonance Diagram (default = TRUE)
colOrder	If TRUE, the order of the columns in df determines the of variables on the y-axis. Use FALSE for alphabetic/numeric order. Use NA to sort by by mean value of Dynamic Complexity (default = TRUE)
useTimeVector	Parameter used for plotting. A vector of length NROW(df), containing date/time information (default = NA)
timeStamp	If useTimeVector is not NA, a character string that can be passed to lubridate::stamp() to format the the dates/times passed in useTimeVector (default = "01-01-1999")
doPlot	If TRUE shows a Complexity Resonance Diagram of the Dynamic Complexity and returns an invisible ggplot2::ggplot() object. (default = FALSE)
title	A title for the plot.
subtitle	A subtitle for the plot.
xlabel	A label for the x-axis.
ylabel	A label for the y-axis.
levelName	A name for the state variable.

Value

An invisible ggplot2 object.

See Also

Other Dynamic Complexity functions: dc_ccp(), dc_d(), dc_f(), dc_win(), plotDC_ccp(), plotDC_res()

FredHasselman/casnet documentation built on April 20, 2024, 3:05 p.m.