Description Usage Arguments Details Value See Also Examples
View source: R/coin_sensitivity.R
Generates an input sample for a Monte Carlo estimation of global sensitivity indices. Used in
the sensitivity()
function. The total sample size will be N(d+2).
1 | SA_sample(N, d)
|
N |
The number of sample points per dimension. |
d |
The dimensionality of the sample |
This function generates a Monte Carlo sample as described e.g. in the Global Sensitivity Analysis: The Primer book. See also COINr online documentation.
A matrix with N(d+2) rows and d
columns.
sensitivity()
Perform global sensitivity or uncertainty analysis on a COIN.
SA_estimate()
Estimate sensitivity indices from system output, as a result of input design from SA_sample().
1 2 | # sensitivity analysis sample for 3 dimensions with 100 points per dimension
X <- SA_sample(100, 3)
|
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