simrel: Linear Model Data Simulation and Design of Computer Experiments
Version 1.0-1

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.

AuthorSolve Sb
Date of publication2014-11-29 07:59:54
MaintainerSolve Sb <solve.sabo@nmbu.no>
LicenseGPL-2
Version1.0-1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("simrel")

Getting started

Package overview

Popular 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...
See all...

All man pages Function index File listing

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...

Functions

QR Source code
bits2int Source code
householder Source code
mbrd Man page Source code
mbrdsim Man page Source code
simrel Man page Source code
simrel-package Man page
simrelplot Man page Source code

Files

NAMESPACE
R
R/QR.R
R/mbrd.R
R/householder.R
R/simrel.R
R/mbrdsim.R
R/simrelplot.R
R/bits2int.R
MD5
DESCRIPTION
man
man/simrel.Rd
man/simrel-package.Rd
man/mbrdsim.Rd
man/mbrd.Rd
man/simrelplot.Rd
simrel documentation built on May 19, 2017, 4:36 p.m.

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