plotEvsPU: Plot error E vs predicted value V or prediction uncertainty...

In ppernot/ErrViewLib: Library for ErrView

Plot error E vs predicted value V or prediction uncertainty uE

Description

Plot error E vs predicted value V or prediction uncertainty uE

Usage

plotEvsPU(
  X,
  Y,
  type = c("prop", "horiz"),
  runExt = FALSE,
  runQuant = FALSE,
  runMode = FALSE,
  runMean = FALSE,
  runVar = FALSE,
  runMS = FALSE,
  cumMAE = FALSE,
  probs = c(0.95),
  xlab = NULL,
  ylab = NULL,
  logX = FALSE,
  logY = FALSE,
  title = NULL,
  myColors = c(5, 4, 3, 1, 2),
  xlim = NULL,
  ylim = NULL,
  scalePoints = 0.5,
  nBin = NULL,
  slide = TRUE,
  label = 0,
  showLegend = TRUE,
  legLoc = "topleft",
  gPars = ErrViewLib::setgPars()
)

Arguments

X	(vector) prediction uncertainty, uE, or predicted value, V
Y	(vector) error or z-score
type	(string) type of guide lines ('prop' or 'horiz')
runExt	(logical) plot extremal points
runQuant	(logical) plot running quantiles (cf. probs)
runMode	(logical) plot running mode of distribution
runMean	(logical) plot running mean
runVar	(logical) plot running variance
runMS	(logical) plot running mean squares (exclusive with 'runVar')
cumMAE	(logical) plot cumulative MAE
probs	(vector) probability levels for quantile-based confidence intervals
xlab	(string) x axis label
ylab	(string) y axis label
logX	(logical) log-transform X
logY	(logical) log-transform Y after taking absolute value
title	(string) a title to display above the plot
xlim	(vector) limits of the X axis
ylim	(vector) limits of the y axis
scalePoints	(numeric) scale factor for points size
nBin	(integer) number of intervals for local coverage stats
slide	(logical) use sliding window for subsetting (X,Y)
label	(integer) index of letter for subplot tag
showLegend	(logical) display legend
legLoc	(string) location of legend (see xy.coord)
gPars	(list) graphical parameters

Value

Plots E vs uE or V

Examples

  uE  = sqrt(rchisq(1000, df = 4))  # Re-scale uncertainty
  E   = rnorm(uE, mean=0, sd=uE)  # Generate errors
  plotEvsPU(uE, E, runQuant = TRUE)

ppernot/ErrViewLib documentation built on June 1, 2024, 4:33 a.m.