padded_range: Generates axis-wise range limits with padding

In bblonder/hypervolume: High Dimensional Geometry, Set Operations, Projection, and Inference Using Kernel Density Estimation, Support Vector Machines, and Convex Hulls

Generates axis-wise range limits with padding

Description

For each data axis, finds the minimum and maximum values. Then pads this range by a multiplicative factor of the range interval, and pads again by an additive amount.

Usage

padded_range(data, multiply.interval.amount = 0, add.amount = 0)

Arguments

data	A m x n matrix whose range limits should be found.
multiply.interval.amount	A non-negative factor used to multiply the range interval. Can have either dimensionality 1 or n.
add.amount	A non-negative factor used to add to the range limits. Can have either dimensionality 1 or n.

Value

A 2 x n matrix, whose first row is the low value along each axis and whose second row is the high value along each axis.

Examples

data(morphSnodgrassHeller)
finch_isabela <- na.omit(morphSnodgrassHeller[morphSnodgrassHeller$IslandID=="Isa_Alb",
      c("WingL","TailL","BeakW","BeakH")])

finch_isabela_rangebox_nopadding = padded_range(finch_isabela)
finch_isabela_rangebox_nopadding

finch_isabela_rangebox_padding = padded_range(finch_isabela,
  multiply.interval.amount=0.5, add.amount=0.1)
finch_isabela_rangebox_padding

bblonder/hypervolume documentation built on May 3, 2024, 8:45 a.m.