Description: This directory contains the presentation and MATLAB code for the 2017 FSU short course on Uncertainty Quantification.Data Files: The DRAM code can be downloaded from the websiteshttps://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.mRESPONSE_SURFACE.zip
MATLAB files to construct prediction intervals for the spring equation:
spring_dram.m
springss.m
spring_fun.m
mcmcplot_custom.mMATLAB files for surrogate model construction:
Presentation:
FSU_Short_Course.pdf