simulatr_specifier

A simulatr_specifier object defines a simulation study in the simulatr framework.

Usage

simulatr_specifier(
  parameter_grid,
  fixed_parameters,
  generate_data_function,
  run_method_functions,
  evaluation_functions = list()
)

Arguments

parameter_grid

a named data frame storing the values of study parameters that vary

fixed_parameters

a named list storing the values of the parameters that stay fixed across parameter settings

generate_data_function

a simulatr_function that generates the data

run_method_functions

a named list of simulatr_functions that define the methods to be run in the simulation

evaluation_functions

a named list of functions that define the metrics used to evaluate each method

Value

a simulatr_specifier object