Structure for Organizing Monte Carlo Simulation Designs


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Documentation for package ‘SimDesign’ version 0.7

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SimDesign-package Structure for Organizing Monte Carlo Simulation Designs
add_missing Add missing values to a vector given a MCAR, MAR, or MNAR scheme
aggregate_simulations Collapse separate simulation files into a single result
analyse Compute estimates and statistics
bias Compute (relative) bias summary statistic
ECR Compute the empirical coverage rate for Type I errors and Power
EDR Compute the empirical detection rate for Type I errors and Power
generate Generate data
MAE Compute the mean absolute error
RE Compute the relative efficiency of multiple estimators
RMSE Compute the (normalized) root mean square error
runSimulation Run a Monte Carlo simulation given a data.frame of conditions and simulation functions
SimDesign Structure for Organizing Monte Carlo Simulation Designs
SimDesign_functions Skeleton functions for simulations
summarise Summarise simulated data using various population comparison statistics