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David Hadka committed Sep 16, 2015
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# SALib #
### Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, and FAST methods. ###
==============================================
SALib - Sensitivity Analysis Library in Python
==============================================

Python implementations of commonly used sensitivity analysis methods, including
Sobol, Morris, and FAST methods. Useful in systems modeling to calculate the
effects of model inputs or exogenous factors on outputs of interest.

Supported Methods
-----------------
* Sobol Sensitivity Analysis [`Sobol 2001 <http://www.sciencedirect.com/science/article/pii/S0378475400002706>`_], [`Saltelli 2002 <http://www.sciencedirect.com/science/article/pii/S0010465502002801>`_], [`Saltelli et al. 2010 <http://www.sciencedirect.com/science/article/pii/S0010465509003087>`_]
* Method of Morris, including groups and optimal trajectories ([Morris 1991](http://www.tandfonline.com/doi/abs/10.1080/00401706.1991.10484804), [Campolongo et al. 2007](http://www.sciencedirect.com/science/article/pii/S1364815206002805))
* Fourier Amplitude Sensitivity Test (FAST) ([Cukier et al. 1973](http://scitation.aip.org/content/aip/journal/jcp/59/8/10.1063/1.1680571), [Saltelli et al. 1999](http://amstat.tandfonline.com/doi/abs/10.1080/00401706.1999.10485594))
* Delta Moment-Independent Measure ([Borgonovo 2007](http://www.sciencedirect.com/science/article/pii/S0951832006000883), [Plischke et al. 2013](http://www.sciencedirect.com/science/article/pii/S0377221712008995))
* Derivative-based Global Sensitivity Measure (DGSM) ([Sobol and Kucherenko 2009](http://www.sciencedirect.com/science/article/pii/S0378475409000354))
* Fractional Factorial Sensitivity Analysis ([Saltelli et al. 2008](http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470059974.html))




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