Example 4: Slight covariate dependent random effect

Same as sobol_example_covariate_large but with C3 uniform on [1, 1.5], that is with a much smaller range for the mean of the Gaussian noise.

Usage

sobol_example_covariate_small(
  n = 50000,
  nrep_qoi = 1000,
  order = 2,
  nboot = 100
)

Arguments

n

Monte Carlo sample size for each base design.

nrep_qoi

Number of repetitions for the QoI.

order

Maximum interaction order.

nboot

Number of bootstrap replicates.

Value

A list with two "sobol" objects: x_single (single noisy run), x_qoi (QoI-based indices).