Description: This directory contains the presentation and MATLAB code for the 2018 SPIE short course on Uncertainty Quantification.

Data Files: The DRAM code can be downloaded from the websites
                                 https://wiki.helsinki.fi/display/inverse/Adaptive+MCMC
                          or
                                 http://helios.fmi.fi/~lainema/mcmc/

Zipped version of the DRAM code: MCMC_STAT.zip



MATLAB files for global sensitivity analysis:
         spring_morris.m
         spring_Saltelli.m

MATLAB files to construct prediction intervals for the spring equation:
        spring_dram.m
        springss.m
        spring_fun.m
        mcmcplot_custom.m

MATLAB files for surrogate model construction:        RESPONSE_SURFACE.zip

     

Presentation:
         SPIE_Short_Course.pdf