autoplot_calibrateType1: Graphical Display of the Bias or Type 1 Error

In bozenne/lavaSearch2: Tools for Model Specification in the Latent Variable Framework

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 class '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,
  ...
)

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

Value

An list containing:

• plot: a ggplot object.

• data: the dataset used to generate the ggplot object.

bozenne/lavaSearch2 documentation built on July 21, 2024, 8:37 p.m.