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saeSim (version 0.11.0)

Simulation Tools for Small Area Estimation

Description

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.

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Version

Install

install.packages('saeSim')

Monthly Downloads

456

Version

0.11.0

License

MIT + file LICENSE

Maintainer

Sebastian Warnholz

Last Published

February 7th, 2022

Functions in saeSim (0.11.0)

autoplot.sim_setup

Autoplot method
as.data.frame.sim_setup

as.data.frame method for sim_setup
plot.sim_setup

Plotting methods
sim_read_data

Read in simulated data
gen_norm

Generator functions
agg_all

Aggregation function
base_id

Construct data with id-variables
sim_comp_n

Preconfigured computation components
sim_base

Base component
sim_comp_pop

Calculation component
summary,sim_setup-method

Summary for a sim_setup
sim_gen

Generation component
comp_var

Compute variables in data
sim_gen_cont

Generation Component for contamination
sim

Start simulation
sample_fraction

Sampling functions
sim_gen_x

Preconfigured generation components
sim_agg

Aggregation component
show,sim_setup-method

Show for sim_setup
sim_resp

Response component
sim_sample

Sampling component
sim_simName

Add a name to a sim_setup
sim_base_lm

Preconfigured set-ups
%>%

Piping operator
base_add_id

Add id-variables to data