simrel-package: Package for data simulation and design of computer...
In solvsa/simrel: Linear Model Data Simulation and Design of Computer Experiments
Description
Facilitates data simulation from a multiple linear model with univariate or bivariate response 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. The package also contains the tools 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.
Details
Package: simrel
Type: Package
Version: 1.0-2
Date: 2015-01-27
License: GPL-2
Author(s)
Solve S<c3><a6>b<c3><b8> and Kristian H. Liland
Maintainer: Solve S<c3><a6>b<c3><b8> <solve.sabo@nmbu.no>
solvsa/simrel documentation built on May 30, 2019, 6:27 a.m.
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Description
Facilitates data simulation from a multiple linear model with univariate or bivariate response 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. The package also contains the tools 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.
Details
| Package: | simrel |
| Type: | Package |
| Version: | 1.0-2 |
| Date: | 2015-01-27 |
| License: | GPL-2 |
Author(s)
Solve S<c3><a6>b<c3><b8> and Kristian H. Liland Maintainer: Solve S<c3><a6>b<c3><b8> <solve.sabo@nmbu.no>
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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