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stochastic-process

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josephmure
josephmure commented Apr 30, 2020

The following text is a request from Emmanuel Ardillon in the EDF internal bug tracker:

Subset simulation is available in OpenTURNS, but it does not appear either in the "Theory" part of the doc or in the "Examples" part.
The only available information concerns the SubsetSampling class in the API part of the doc.
An example would make it more accessible to users.
What is needed:

  • a use cas
doc
mds2120
mds2120 commented Oct 17, 2018

Each section of the Users Manual should have a small discussion of theory behind the method. This should be just enough to understand the inputs and outputs, without derivations (typically no more than one page, see e.g. Nataf). If the theory is complex and requires elaborate discussion, references should be provided that give adequate background to the user.

  • MCS

  • LHS

  • STS

This repository includes Matlab codes/routines that were used in our manuscript entitled "Importance sampling for a robust and efficient multilevel Monte Carlo estimator for stochastic reaction networks" that can be found in this preprint: https://arxiv.org/abs/1911.06286

  • Updated Jun 28, 2020
  • MATLAB

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