simrel: Linear Model Data Simulation and Design of Computer Experiments

Facilitates data simulation from a random regression model where the data properties can be controlled by a few input parameters. The data simulation is based on the concept of relevant latent components and relevant predictors, and was developed for the purpose of testing methods for variable selection for prediction. Included are also functions for designing computer experiments in order to investigate the effects of the data properties on the performance of the tested methods. The design is constructed using the Multi-level Binary Replacement (MBR) design approach which makes it possible to set up fractional designs for multi-factor problems with potentially many levels for each factor.

Author
Solve Sb
Date of publication
2014-11-29 07:59:54
Maintainer
Solve Sb <solve.sabo@nmbu.no>
License
GPL-2
Version
1.0-1

View on CRAN

Man pages

mbrd
Function to create MBR-design.
mbrdsim
A function to set up a design for a given set of factors with...
simrel
Function for data simulation
simrel-package
Package for data simulation and design of computer...
simrelplot
A function for plotting of an object of class simrel as...

Files in this package

simrel
simrel/NAMESPACE
simrel/R
simrel/R/QR.R
simrel/R/mbrd.R
simrel/R/householder.R
simrel/R/simrel.R
simrel/R/mbrdsim.R
simrel/R/simrelplot.R
simrel/R/bits2int.R
simrel/MD5
simrel/DESCRIPTION
simrel/man
simrel/man/simrel.Rd
simrel/man/simrel-package.Rd
simrel/man/mbrdsim.Rd
simrel/man/mbrd.Rd
simrel/man/simrelplot.Rd