View source: R/test_functions.R
bratley1992_Fun | R Documentation |
It implements the \insertCiteBratley1992;textualsensobol function.
bratley1992_Fun(X)
X |
A data frame or numeric matrix where each column is a model input and each row a sample point. |
The function requires k
model inputs and reads as:
y=\sum_{i=1}^{k}(-1)^i\prod_{j=1}^{i}x_j\,,
where x_i\sim\mathcal{U}(0,1)
.
A numeric vector with the model output.
# Define settings (test with k = 10)
N <- 100; params <- paste("X", 1:10, sep = "")
# Create sample matrix
mat <- sobol_matrices(N = N, params = params)
# Compute Bratley et al. (1992) function
Y <- bratley1992_Fun(mat)
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