diff --git a/docs/source/sensitivity/index.rst b/docs/source/sensitivity/index.rst index 5e60a0abcd3aba93302e0055beb6a48b3a5500f5..75d67ede6d30e45824606740bddec4ec629b418e 100644 --- a/docs/source/sensitivity/index.rst +++ b/docs/source/sensitivity/index.rst @@ -2,11 +2,11 @@ Sensitivity *********** -This module hosts functionality for methods of sensitivity analysis. +This module hosts functionality for sensitivity analysis methods. Currently implemented classes are: -* :class:`.SobolAnalyze`: +* :class:`.SobolAnalyze`: Compute Sobol' sensitivity indices. .. toctree:: :maxdepth: 1 diff --git a/docs/source/sensitivity/sobol.rst b/docs/source/sensitivity/sobol.rst index 7c59f927ebe5ea5e1b6f883d59231b6185bb88c4..b140e4d1f0df7f11e4570db3b8d664fcf09af393 100644 --- a/docs/source/sensitivity/sobol.rst +++ b/docs/source/sensitivity/sobol.rst @@ -1,5 +1,10 @@ -Sobol' Sensitivity Analyze -========================== +Sobol' Sensitivity Analysis +=========================== + +This module is used to compute Sobol' indices given model (e.g. simulator or emulator) +outputs evaluated at chosen Saltelli samples (see the :class:`.Saltelli` class). +Detailed description of the theory can be found in :cite:t:`Saltelli2002` and :cite:t:`Saltelli2010`. +The :class:`.SobolAnalyze` class relies on the Python package `SALib` :cite:p:`Herman2017`. SobolAnalyze Class ------------------