simFrame-package: Simulation framework

Description Details UML class diagram Author(s) References

Description

A general framework for statistical simulation.

Details

Package: simFrame
Version: 0.5.3
Date: 2014-03-03
Depends: R (>= 2.14.0), Rcpp (>= 0.8.6), lattice, parallel
Imports: methods, stats4
Suggests: laeken, mvtnorm, robCompositions, sampling
LinkingTo: Rcpp
SystemRequirements: GNU make
License: GPL (>= 2)
LazyLoad: yes

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BasicVector-class       Class "BasicVector"
ContControl             Create contamination control objects
ContControl-class       Class "ContControl"
DARContControl-class    Class "DARContControl"
DCARContControl-class   Class "DCARContControl"
DataControl-class       Class "DataControl"
NAControl-class         Class "NAControl"
NumericMatrix-class     Class "NumericMatrix"
OptBasicVector-class    Class "OptBasicVector"
OptCall-class           Class "OptCall"
OptCharacter-class      Class "OptCharacter"
OptContControl-class    Class "OptContControl"
OptDataControl-class    Class "OptDataControl"
OptNAControl-class      Class "OptNAControl"
OptNumeric-class        Class "OptNumeric"
OptSampleControl-class
                        Class "OptSampleControl"
SampleControl-class     Class "SampleControl"
SampleSetup-class       Class "SampleSetup"
SimControl-class        Class "SimControl"
SimResults-class        Class "SimResults"
Strata-class            Class "Strata"
SummarySampleSetup-class
                        Class "SummarySampleSetup"
TwoStageControl-class   Class "TwoStageControl"
VirtualContControl-class
                        Class "VirtualContControl"
VirtualDataControl-class
                        Class "VirtualDataControl"
VirtualNAControl-class
                        Class "VirtualNAControl"
VirtualSampleControl-class
                        Class "VirtualSampleControl"
aggregate-methods       Method for aggregating simulation results
clusterRunSimulation    Run a simulation experiment on a cluster
clusterSetup            Set up multiple samples on a cluster
contaminate             Contaminate data
draw                    Draw a sample
eusilcP                 Synthetic EU-SILC data
generate                Generate data
getAdd                  Accessor and mutator functions for objects
getStrataLegend         Utility functions for stratifying data
head-methods            Methods for returning the first parts of an
                        object
inclusionProb           Inclusion probabilities
length-methods          Methods for getting the length of an object
plot-methods            Plot simulation results
runSimulation           Run a simulation experiment
setNA                   Set missing values
setup                   Set up multiple samples
simApply                Apply a function to subsets
simBwplot               Box-and-whisker plots
simDensityplot          Kernel density plots
simFrame-package        Simulation framework
simSample               Set up multiple samples
simXyplot               X-Y plots
srs                     Random sampling
stratify                Stratify data
summary-methods         Methods for producing a summary of an object
tail-methods            Methods for returning the last parts of an
                        object

Further information is available in the following vignettes:

simFrame-eusilc Applications of Statistical Simulation in the Case of EU-SILC: Using the R Package simFrame (source, pdf)
simFrame-intro An Object-Oriented Framework for Statistical Simulation: The R Package simFrame (source, pdf)

UML class diagram

A slightly simplified UML class diagram of the framework can be found in Figure 1 of the package vignette An Object-Oriented Framework for Statistical Simulation: The R Package simFrame. Use vignette("simFrame-intro") to view this vignette.

Author(s)

Andreas Alfons [aut, cre]

Maintainer: Andreas Alfons <[email protected]>

References

Alfons, A., Templ, M. and Filzmoser, P. (2010) An Object-Oriented Framework for Statistical Simulation: The R Package simFrame. Journal of Statistical Software, 37(3), 1–36. URL http://www.jstatsoft.org/v37/i03/.


simFrame documentation built on May 30, 2017, 12:25 a.m.