claw: Datasets

In kedd: Kernel Estimator and Bandwidth Selection for Density and Its Derivatives

Description

A random sample of size 200 from the claw, bimodal, kurtotic, outlier and trimodal Gaussian density.

Usage

data(claw)
data(bimodal)
data(kurtotic)
data(outlier)
data(trimodal)

Format

Numeric vector with length 200.

Details

Generate 200 random numbers, distributed according to a normal mixture, using rnorMix in package nor1mix.

  ## Claw density
  claw <- rnorMix(n=200, MW.nm10)
  plot(MW.nm10)
  
  ## Bimodal density
  bimodal <- rnorMix(n=200, MW.nm7)
  plot( MW.nm7)
  
  ## Kurtotic density
  kurtotic <- rnorMix(n=200, MW.nm4)
  plot(MW.nm4)
  
  ## Outlier density
  outlier <- rnorMix(n=200, MW.nm5)
  plot( MW.nm5)
  
  ## Trimodal density
  trimodal <- rnorMix(n=200, MW.nm9)
  plot(MW.nm9)
  

Source

Randomly generated a normal mixture with the function rnorMix in package nor1mix.

References

Martin, M. (2013). nor1mix: Normal (1-d) mixture models (S3 classes and methods). R package version 1.1-4.

kedd documentation built on May 2, 2019, 7:32 a.m.