autoplot_calibrateType1: Graphical Display of the Bias or Type 1 Error

Description

Graphical display of the bias or type 1 error for the output of calibrateType1.

Usage

# S3 method for calibrateType1
autoplot(
  object,
  type = "bias",
  plot = TRUE,
  color.threshold = "red",
  type.bias = "absolute",
  alpha = 0.05,
  nrow.legend = NULL,
  name2label = NULL,
  color = NULL,
  keep.method = NULL,
  ...
)

Value

An list containing:

plot: a ggplot object.
data: the dataset used to generate the ggplot object.

Arguments

object: output of calibrateType1.
type: [character] if type equals "bias" the bias will be displayed. Otherwise if it equals "type1error" the type 1 error will be displayed.
plot: [logical] should the plot be displayed?
color.threshold: [character] the color for the line representing the expected value(s).
type.bias: [character] if type.bias equals "absolute" the absolute bias will be used. Otherwise if it equals "relative" the relative bias will be used. Only relevant when type equals "bias".
alpha: [numeric, 0-1] the significance threshold to consider. Only relevant when type equals "type1error".
nrow.legend: [integer, >0] the number of rows for the legend. Only relevant when type equals "type1error".
name2label: [named character vector] the label for the legend. The vector should contain the method names (see details). Only relevant when type equals "type1error".
color: [character vector] a vector of colours to be used to color the lines. Only relevant when type equals "type1error".
keep.method: [character vector] the methods names for which the type 1 error should be displayed. Only relevant when type equals "type1error".
...: [internal] Only used by the generic method.

Details

Method names:

p.Ztest
p.Satt
p.KR
p.robustZtest
p.robustSatt
p.robustKR