wirePlot: wirePlot: 3D Plot

In r6qualitytools: R6-Based Statistical Methods for Quality Science

wirePlot: 3D Plot

Description

Creates a wireframe diagram for an object of class facDesign.c.

Usage

wirePlot(
  x,
  y,
  z,
  data = NULL,
  xlim,
  ylim,
  zlim,
  main,
  xlab,
  ylab,
  sub,
  sub.a = TRUE,
  zlab,
  form = "fit",
  col = "Rainbow",
  steps,
  fun,
  plot = TRUE,
  show.scale = TRUE,
  n.scene = "scene"
)

Arguments

x	Name providing the Factor A for the plot.
y	Name providing the Factor B for the plot.
z	Name giving the Response variable.
data	Needs to be an object of class facDesign and contains the names of x, y, z.
xlim	Numeric vector of length 2: limits for the x-axis. If missing, limits are set automatically.
ylim	Numeric vector of length 2: limits for the y-axis. If missing, limits are set automatically.
zlim	Numeric vector of length 2: limits for the z-axis. If missing, limits are set automatically.
main	Character string: title of the plot.
xlab	Character string: label for the x-axis.
ylab	Character string: label for the y-axis.
sub	Character string: subtitle for the plot. Default is NULL.
sub.a	Logical value indicating whether to display the subtitle. Default is TRUE.
zlab	Character string: label for the z-axis.
form	Character string specifying the form of the surface to be plotted. Options include `quadratic` `full` `interaction` `linear` `fit` Default is `fit`.
col	Character string specifying the color palette to use for the plot (e.g., `Rainbow`, `Jet`, `Earth`, `Electric`). Default is `Rainbow`.
steps	Numeric value specifying the number of steps for the grid in the plot. Higher values result in a smoother surface.
fun	Optional function to be applied to the data before plotting.
plot	Logical value indicating whether to display the plot. Default is TRUE.
show.scale	Logical value indicating whether to display the color scale on the plot. Default is TRUE.
n.scene	Character string specifying the scene name for the plot. Default is `scene`.

Details

The wirePlot function is used to create a 3D wireframe plot that visualizes the relationship between two factors and a response variable. The plot can be customized in various ways, including changing axis labels, adding subtitles, and choosing the color palette.

Value

The function wirePlot returns an invisible list containing:

plot	The generated wireframe plot.
grid	The grid data used for plotting.

See Also

contourPlot, paretoChart.

Examples

# Example 1: Basic wireframe plot
x <- seq(-10, 10, length = 30)
y <- seq(-10, 10, length = 30)
z <- outer(x, y, function(a, b) sin(sqrt(a^2 + b^2)))
wirePlot(x, y, z, main = "3D Wireframe Plot", xlab = "X-Axis", ylab = "Y-Axis", zlab = "Z-Axis")

fdo = rsmDesign(k = 3, blocks = 2)
fdo$.response(data.frame(y = rnorm(fdo$nrow())))

#I - display linear fit
wirePlot(A,B,y, data = fdo, form = "linear")

#II - display full fit (i.e. effect, interactions and quadratic effects
wirePlot(A,B,y, data = fdo, form = "full")

#III - display a fit specified before
fdo$set.fits(fdo$lm(y ~ B + I(A^2)))
wirePlot(A,B,y, data = fdo, form = "fit")

#IV - display a fit given directly
wirePlot(A,B,y, data = fdo, form = "y ~ A*B + I(A^2)")

#V - display a fit using a different colorRamp
wirePlot(A,B,y, data = fdo, form = "full", col = 2)

r6qualitytools documentation built on Oct. 4, 2024, 1:09 a.m.