badmf.sims.fat_tails: Spread Simulation

Description Usage Arguments Author(s) Examples

Description

A function to simulate data with the same mean that spreads as class id increases.

Usage

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badmf.sims.fat_tails(n, d, K = 2, signal.scale = 1, rotate = FALSE,
  class.equal = TRUE, ind = FALSE)

Arguments

n

the number of samples.

d

the number of dimensions.

K

the number of classes in the dataset. Defaults to 2.

signal.scale

the scaling for the signal dimension. Defaults to 1.

class.equal

whether the number of samples/class should be equal, with each class having a prior of 1/K, or inequal, in which each class obtains a prior of k/sum(K) for k=1:K. Defaults to TRUE.

ind

whether to sample x and y independently. Defaults to FALSE.

Author(s)

Eric Bridgeford

Examples

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library(badmf)
sim <- badmf.sims.spread(100, 3, 2)

ebridge2/badmf documentation built on June 4, 2019, 8:53 a.m.