Man pages for philchalmers/SimDesign
Structure for Organizing Monte Carlo Simulation Designs

add_missingAdd missing values to a vector given a MCAR, MAR, or MNAR...
aggregate_simulationsCollapse separate simulation files into a single result
AnalyseCompute estimates and statistics
AttachAttach the simulation conditions for easier reference
BF_simExample simulation from Brown and Forsythe (1974)
BF_sim_alternative(Alternative) Example simulation from Brown and Forsythe...
biasCompute (relative/standardized) bias summary statistic
boot_predictCompute prediction estimates for the replication size using...
ECRCompute the empirical coverage rate for Type I errors and...
EDRCompute the empirical detection rate for Type I errors and...
GenerateGenerate data
IRMSECompute the integrated root mean-square error
MAECompute the mean absolute error
MSRSECompute the relative performance behavior of collections of...
quietSuppress function messages and Concatenate and Print (cat)
RDCompute the relative difference
RECompute the relative efficiency of multiple estimators
rejectionSamplingRejection sampling (i.e., accept-reject method) to draw...
rHeadrickGenerate non-normal data with Headrick's (2002) method
rintGenerate integer values within specified range
rinvWishartGenerate data with the inverse Wishart distribution
rmghGenerate data with the multivariate g-and-h distribution
RMSECompute the (normalized) root mean square error
rmvnormGenerate data with the multivariate normal (i.e., Gaussian)...
rmvtGenerate data with the multivariate t distribution
rtruncateGenerate a random set of values within a truncated range
runSimulationRun a Monte Carlo simulation given a data.frame of conditions...
rValeMaurelliGenerate non-normal data with Vale & Maurelli's (1983) method
Serlin2000Empirical detection robustness method suggested by Serlin...
SimAnovaFunction for decomposing the simulation into ANOVA-based...
SimBootFunction to present bootstrap standard errors estimates for...
SimCleanRemoves/cleans files and folders that have been saved
SimDesignStructure for Organizing Monte Carlo Simulation Designs
SimFunctionsSkeleton functions for simulations
SimResultsFunction to read in saved simulation results
SimShinyGenerate a basic Monte Carlo simulation GUI template
subset.SimDesignSubset method for SimDesign objects
SummariseSummarise simulated data using various population comparison...
philchalmers/SimDesign documentation built on Sept. 30, 2018, 11:04 a.m.