generate_LMdata: Generate Li, Martin data

In AndrewjSage/RFLOWESS: A robust approach to random forest regression

Description

Function to generate data from simulations used in Li & Martin (2017)

Usage

generate_LMdata(ntrain, ntest, p, Vartype = "Id")

Arguments

ntrain	number of training cases to generate
ntest	number of test cases to generate
p	probability of coming from contaminating distribution
Vartype	covariance matrix can be either identity matrix ("Id") or Toeplitz(0.7) matrix ("Toeplitz)

Value

returns a list containing the training dataset, the test dataset, and an indicator of whether training cases came from contaminating distribution.

AndrewjSage/RFLOWESS documentation built on May 26, 2019, 6:38 a.m.