PlotAll {GaSP}

Execute PlotPredictions, PlotResiduals, PlotStdResiduals, PlotMainEffects, and PlotJointEffects.

Description

Execute PlotPredictions, PlotResiduals and PlotStdResiduals (all applied to cross validation only), PlotMainEffects, and PlotJointEffects.

Usage

PlotAll(
  GaSP_model,
  cross_validation,
  visualization,
  y_name = "y",
  y_units = "",
  x_units = NULL,
  se_plot = TRUE,
  y_values = NULL,
  se_values = NULL,
  pch = 1
)

Arguments

GaSP_model

Object of class GaSPModel, the entire model will be verified but only x and y will be used.

cross_validation

A data frame returned by CrossValidate.

visualization

A list object returned by Visualize.

y_name

An optional character string containing the output variable name (for labels).

y_units

An optional character string containing the units of the output variable (for labels).

x_units

An optional vector of character strings containing the units of the input variables (for labels).

se_plot

An optional boolean indicating whether to make standard-error contour plots.

y_values

An optional vector of contour values for the estimated joint effects.

se_values

An optional vector of contour values for the standard errors.

pch

Plotting symbol for plot; default is open circle.

Value

No return value, generates plots.

Examples

PlotAll(borehole_fit, borehole_cv, borehole_vis)