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 |