SimDesign: Structure for Organizing Monte Carlo Simulation Designs
Version 1.6

Provides tools to help safely and efficiently organize Monte Carlo simulations in R. The package controls the structure and back-end of Monte Carlo simulations by utilizing a general generate-analyse-summarise strategy. The functions provided control common simulation issues such as re-simulating non-convergent results, support parallel back-end and MPI distributed computations, save and restore temporary files, aggregate results across independent nodes, and provide native support for debugging.

Browse man pages Browse package API and functions Browse package files

AuthorPhil Chalmers [aut, cre]
Date of publication2017-04-09 21:02:33 UTC
MaintainerPhil Chalmers <rphilip.chalmers@gmail.com>
LicenseGPL (>= 2)
Version1.6
URL https://github.com/philchalmers/SimDesign https://github.com/philchalmers/SimDesign/wiki
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SimDesign")

Man pages

add_missing: Add missing values to a vector given a MCAR, MAR, or MNAR...
aggregate_simulations: Collapse separate simulation files into a single result
Analyse: Compute estimates and statistics
Attach: Attach the simulation conditions for easier reference
BF_sim: Example simulation from Brown and Forsythe (1974)
BF_sim_alternative: (Alternative) Example simulation from Brown and Forsythe...
bias: Compute (relative) bias summary statistic
ECR: Compute the empirical coverage rate for Type I errors and...
EDR: Compute the empirical detection rate for Type I errors and...
Generate: Generate data
MAE: Compute the mean absolute error
RD: Compute the relative difference
RE: Compute the relative efficiency of multiple estimators
rHeadrick: Generate non-normal data with Headrick's (2002) method
rmgh: Generate data with the multivariate g-and-h distribution
RMSE: Compute the (normalized) root mean square error
runSimulation: Run a Monte Carlo simulation given a data.frame of conditions...
rValeMaurelli: Generate non-normal data with Vale & Maurelli's (1983) method
SimAnova: Function for decomposing the simulation into ANOVA-based...
SimClean: Removes/cleans files and folders that have been saved
SimDesign: Structure for Organizing Monte Carlo Simulation Designs
SimFunctions: Skeleton functions for simulations
SimResults: Function to read in saved simulation results
SimShiny: Generate a basic Monte Carlo simulation GUI template
Summarise: Summarise simulated data using various population comparison...

Functions

Analyse Man page Source code
Analysis Source code
Attach Man page Source code
BF_sim Man page
BF_sim_alternative Man page
ECR Man page Source code
EDR Man page Source code
Generate Man page Source code
MAE Man page Source code
RD Man page Source code
RE Man page Source code
RMSE Man page Source code
SimAnova Man page Source code
SimClean Man page Source code
SimDesign Man page
SimDesign-package Man page
SimFunctions Man page Source code
SimResults Man page Source code
SimShiny Man page Source code
Summarise Man page Source code
add_missing Man page Source code
aggregate_simulations Man page Source code
as.data.frame.SimDesign Man page Source code
bias Man page Source code
get_packages Source code
head.SimDesign Man page Source code
load_packages Source code
mainsim Source code
onAttach Source code
parent_env_fun Source code
print.SimDesign Man page Source code
print_progress Source code
rHeadrick Man page Source code
rValeMaurelli Man page Source code
rmgh Man page Source code
runSimulation Man page Source code
summary.SimDesign Man page Source code
tail.SimDesign Man page Source code
timeFormater Source code

Files

inst
inst/doc
inst/doc/SimDesign-vignettes.html
inst/doc/SimDesign-vignettes.Rmd
tests
tests/tests
tests/tests/test-SimDesign.R
NAMESPACE
data
data/BF_sim.RData
data/BF_sim_alternative.RData
R
R/runSimulation.R
R/add_missing.R
R/aggregate_simulations.R
R/analysis.R
R/SimShiny.R
R/SimResults.R
R/Attach.R
R/functions.R
R/SimAnova.R
R/SimClean.R
R/summary_functions.R
R/generate.R
R/util.R
R/SimFunctions.R
R/SimDesign.R
R/zzz.R
vignettes
vignettes/SimDesign-vignettes.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/SimFunctions.Rd
man/Summarise.Rd
man/Attach.Rd
man/SimClean.Rd
man/Analyse.Rd
man/rValeMaurelli.Rd
man/Generate.Rd
man/bias.Rd
man/BF_sim_alternative.Rd
man/RD.Rd
man/SimResults.Rd
man/aggregate_simulations.Rd
man/add_missing.Rd
man/MAE.Rd
man/rmgh.Rd
man/SimShiny.Rd
man/rHeadrick.Rd
man/EDR.Rd
man/ECR.Rd
man/BF_sim.Rd
man/runSimulation.Rd
man/RE.Rd
man/RMSE.Rd
man/SimAnova.Rd
man/SimDesign.Rd
SimDesign documentation built on May 20, 2017, 3:54 a.m.