How to perform global sensitivity analysis on a set of data
61 views (last 30 days)
Show older comments
Miroslav Blagojevic
on 22 Nov 2021
Commented: Star Strider
on 24 Nov 2021
I have six independent variables, each taking 11 discrete values 0, 0.1, 0.2, ….1, and many dependent variables (continuous). For simplicity, let’s say one dependent variable. So that is 6 + 1 columns and over a million rows. I would like to do global sensitivity analysis (variance based, Sobol indices) but I cannot find how. I think Matlab offers something similar within SimBiology.
0 Comments
Accepted Answer
Star Strider
on 22 Nov 2021
This is new to me. The only reference I was able to find (other than the SimBiology functions) is this GitHub link Global sensitivity analysis . There are several others, including on from the University of Arizona that appear to be promising as well.
.
4 Comments
More Answers (0)
See Also
Categories
Find more on AI, Data Science, and Statistics in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!