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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.

4 votes
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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 …
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  • 163
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 …
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