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

addMissingAdd missing values to a vector given a MCAR, MAR, or MNAR...
AnalyseCompute estimates and statistics
AnalyseIfPerform a test that indicates whether a given 'Analyse()'...
AttachAttach objects 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
bootPredictCompute prediction estimates for the replication size using...
Bradley1978Bradley's (1978) empirical robustness interval
CCCompute congruence coefficient
colVarsForm Column Standard Deviation and Variances
convertWarningsWrapper to convert all/specific warning messages to errors
createDesignCreate the simulation design object
ECRCompute empirical coverage rates
EDRCompute the empirical detection/rejection rate for Type I...
expandDesignCreate the simulation design object
GenerateGenerate data
GenerateIfPerform a test that indicates whether a given 'Generate()'...
genSeedsGenerate random seeds
getArrayIDGet job array ID (e.g., from SLURM or other HPC array...
IRMSECompute the integrated root mean-square error
MAECompute the mean absolute error
MSRSECompute the relative performance behavior of collections of...
ncAuto-named Concatenation of Vector or List
PBAProbabilistic Bisection Algorithm
quietSuppress function messages and Concatenate and Print (cat)
RABCompute the relative absolute bias of multiple estimators
rbind.SimDesignCombine two separate SimDesign objects by row
RDCompute the relative difference
RECompute the relative efficiency of multiple estimators
rejectionSamplingRejection sampling (i.e., accept-reject method)
reSummariseRun a summarise step for results that have been saved to the...
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
RobbinsMonroRobbins-Monro (1951) stochastic root-finding algorithm
RSECompute the relative standard error ratio
rtruncateGenerate a random set of values within a truncated range
runArraySimulationRun a Monte Carlo simulation using array job submissions per...
runSimulationRun a Monte Carlo simulation given conditions and simulation...
rValeMaurelliGenerate non-normal data with Vale & Maurelli's (1983) method
Serlin2000Empirical detection robustness method suggested by Serlin...
SFASurrogate Function Approximation via the Generalized Linear...
SimAnovaFunction for decomposing the simulation into ANOVA-based...
SimCheckCheck the status of the simulation's temporary results
SimCleanRemoves/cleans files and folders that have been saved
SimCollectCollapse separate simulation files into a single result
SimDesignStructure for Organizing Monte Carlo Simulation Designs
SimExtractFunction to extract extra information from SimDesign objects
SimFunctionsTemplate-based generation of the Generate-Analyse-Summarise...
SimResultsFunction to read in saved simulation results
SimShinyGenerate a basic Monte Carlo simulation GUI template
SimSolveOne Dimensional Root (Zero) Finding in Simulation Experiments
SummariseSummarise simulated data using various population comparison...
timeFormaterFormat time string to suitable numeric output
philchalmers/SimDesign documentation built on May 10, 2024, 7:21 a.m.