plotctACF: Plot an approximate continuous-time ACF object from ctACF

In ctsem: Continuous Time Structural Equation Modelling

Plot an approximate continuous-time ACF object from ctACF

Description

Plot an approximate continuous-time ACF object from ctACF

Usage

plotctACF(
  ctacfobj,
  df = "auto",
  quantiles = c(0.025, 0.5, 0.975),
  separateLearnRates = FALSE,
  reducedXlim = 1,
  estimateSpline = TRUE
)

Arguments

ctacfobj	object
df	df for the basis spline.
quantiles	quantiles to plot.
separateLearnRates	if TRUE, estimate the learning rate for the quantile splines for each combination of variables. Slower but theoretically more accurate.
reducedXlim	if non-zero, n timesteps are removed from the upper and lower end of the x range where the spline estimates are less likely to be reasonable.
estimateSpline	if TRUE, quantile spline regression is used, otherwise the samples are simply plotted as lines and the other arguments here are not used.

Value

a ggplot object

Examples

data.table::setDTthreads(1) #ignore this line
# Example usage:
head(ctstantestdat)
ac=ctACF(ctstantestdat,varnames=c('Y1'),idcol='id',timecol='time',timestep=.5,nboot=5,plot=FALSE)
plotctACF(ac, reducedXlim=0)

ctsem documentation built on May 29, 2024, 2:33 a.m.