Move plot 3

Create animated biplot on samples and variables in a biplot with a given target

Usage

moveplot3(
  bp,
  time.var,
  group.var,
  move = TRUE,
  hulls = TRUE,
  scale.var = 5,
  target = NULL
)

Arguments

bp

biplot object from biplotEZ

time.var

time variable

group.var

group variable

move

whether to animate (TRUE) or facet (FALSE) samples and variables, according to time.var

hulls

whether to display sample points or convex hulls

scale.var

scaling the vectors representing the variables

target

Target data set to which all biplots should be matched consisting of the the same dimensions. If not specified, the centroid of all available biplot sample coordinates from time.var will be used. Default NULL.

Value

bp

Returns the elements of the biplot object bp from biplotEZ.

iter_levels

The levels of the time variable.

coord_set

The coordinates of the configurations before applying Generalised Orthogonal Procrustes Analysis.

GPA_list

The coordinates of the configurations after applying Generalised Orthogonal Procrustes Analysis.

plot

An animated or a facet of biplots based on the dynamic frame.

Examples

data(Africa_climate)
data(Africa_climate_target)
bp <- biplotEZ::biplot(Africa_climate, scaled = TRUE) |> biplotEZ::PCA()
bp |> moveplot3(time.var = "Year", group.var = "Region", hulls = TRUE,
move = FALSE, target = NULL)

#> Object of class biplot, based on 960 samples and 9 variables.
#> 6 numeric variables.
#> 3 categorical variables.
# \donttest{
if(interactive()) {
bp |> moveplot3(time.var = "Year", group.var = "Region", hulls = TRUE,
move = TRUE, target = NULL)}# }
bp |> moveplot3(time.var = "Year", group.var = "Region", hulls = TRUE,
move = FALSE, target = Africa_climate_target)

#> Object of class biplot, based on 960 samples and 9 variables.
#> 6 numeric variables.
#> 3 categorical variables.