Easy.Sobol {rrepast}

Easy API for Sobol's SA method

Description

This functions wraps all required calls to perform Sobol method for global sensitivity analysis.

Usage

Easy.Sobol(m.dir, m.ds, m.time = 300, parameters, exp.n = 500,
  bs.size = 200, exp.r = 1, FUN, default = NULL,
  fsobol = sobol2002, fsampl = AoE.LatinHypercube)

Arguments

m.dir

The installation directory of some repast model

m.ds

The name of any model aggregate dataset

m.time

The total simulated time

parameters

The input factors

exp.n

The experiment sample size

bs.size

The bootstrap sample size for sobol method

exp.r

The number of experiment replications

FUN

The objective or cost function. A function defined over the model output.

default

The alternative values for parameters which should be kept fixed

fsobol

The alternative function for calculating sobol indices

fsampl

The function for sampling data

Value

A list with holding experimnt, object and charts