Simulation Tools for Small Area Estimation
Aggregation function
as.data.frame method for sim_setup
Autoplot method
Add id-variables to data
Construct data with id-variables
Compute variables in data
Generator functions
Piping operator
Plotting methods
Read in simulated data
Sampling functions
Show for sim_setup
Start simulation
Aggregation component
Base component
Calculation component
Preconfigured computation components
Generation component
Generation Component for contamination
Preconfigured generation components
Response component
Sampling component
Preconfigured set-ups
Add a name to a sim_setup
Summary for a sim_setup
Tools for the simulation of data in the context of small area estimation. Combine all steps of your simulation - from data generation over drawing samples to model fitting - in one object. This enables easy modification and combination of different scenarios. You can store your results in a folder or start the simulation in parallel.