calculate.icc.dt.of.simulations: Generates a number of simulated datasets, and assesses the...

In mattmoo/SteppedWedgeAnalysis: Simulation and Analysis of Stepped Wedge Data

Description

Generates a number of simulated datasets, and assesses the ICC of each. Parameter lists are as provided to generate.sim.parameters.dt and generate.confound.interventions.parameters.dt, but if there are vectors for any of the values, these will be randomly sampled, generating multiple scenarios.

Usage

calculate.icc.dt.of.simulations(
  cluster.dt,
  sequence.dt,
  sim.parameters.args.list,
  confound.interventions.args.list,
  n.iterations = 20,
  progress.bar = T,
  binarise.data = F,
  max.time = NULL
)

Arguments

cluster.dt	data.table with the correspondence between cluster and sequence, with columns cluster and sequence.
sequence.dt	data.table with information about the sequences, with columns sequence, transition.time, and intervention.time.
sim.parameters.args.list	List of parameters, as provided to generate.sim.parameters.dt
confound.interventions.args.list	List of parameters, as provided to confound.interventions.args.list
n.iterations	Integer number of *total* iterations to assess (i.e. not the number per scenario)
binary.data	Generate binary data (Default: F)

Value

A data.table with a column for each simulation parameter, and a column named ICC added.

mattmoo/SteppedWedgeAnalysis documentation built on Jan. 14, 2020, 12:25 a.m.