Example 1: Deterministic G-function (reference case)

Reproduces the classical non-random Sobol analysis on the G-function with k = 8 inputs on [0, 1].

Usage

sobol_example_g_deterministic(
  n = 50000,
  a = c(0, 1, 4.5, 9, 99, 99, 99, 99),
  order = 2,
  nboot = 100
)

Arguments

n

Monte Carlo sample size for each base design.

a

Parameter vector for the G-function.

order

Maximum interaction order for Sobol indices.

nboot

Number of bootstrap replicates.

Value

An object of class "sobol".