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Auxiliary methods intended to check if the outcome of an analysis strongly depends on the model assumptions, preprocessing steps, presence of outliers, etc.
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Interpreting results from Sobol sensitivity analysis in R
I'm trying to use the sobol2007 model in the R sensitivity package. I'm doing runs on a model with 26 parameters, and using 2 sets of 500 monte-carlo samples to seed the analysis, and nboot=500. This …
2
votes
Interpreting results from Sobol sensitivity analysis in R
It looks like the sobol sensitivity model requires zero-mean data to function:
X1 <- data.frame(matrix(runif(8 * n), nrow = n))
X2 <- data.frame(matrix(runif(8 * n), nrow = n)) #Random samples
x <- s …