BIGUQ (Bayesian Information Gap Decision Theory for Uncertainty Quantification, Experimental Design and Decision Analysis)
BIGUQ is a module of MADS. MADS (Model Analysis & Decision Support) is an open-source Julia code designed as an integrated high-performance computational framework performing a wide range of model-based analyses:
- Sensitivity Analysis
- Parameter Estimation
- Model Inversion and Calibration
- Uncertainty Quantification
- Model Selection and Averaging
- Decision Support
MADS utilizes adaptive rules and techniques which allows the analyses to be performed with minimum user input. The code provides a series of alternative algorithms to perform each type of model analyses.
All the available MADS modules and functions are described at madsjulia.github.io
After starting Julia, execute:
Pkg.add("Anasol")
Julia uses git for package management. Add in the .gitconfig
file in your home directory:
[url "https://"]
insteadOf = git://
or execute:
git config --global url."https://".insteadOf git://
Set proxies:
export ftp_proxy=http://proxyout.<your_site>:8080
export rsync_proxy=http://proxyout.<your_site>:8080
export http_proxy=http://proxyout.<your_site>:8080
export https_proxy=http://proxyout.<your_site>:8080
export no_proxy=.<your_site>
For example, if you are doing this at LANL, you will need to execute the following lines in your bash command-line environment:
export ftp_proxy=http://proxyout.lanl.gov:8080
export rsync_proxy=http://proxyout.lanl.gov:8080
export http_proxy=http://proxyout.lanl.gov:8080
export https_proxy=http://proxyout.lanl.gov:8080
export no_proxy=.lanl.gov