User’s Guide and Tutorial

• Getting Started
  • Requirements
    • The Control Script
    • Parameters
    • Test Program
    • Host
• Monte Carlo Sampling
  • Extending the Sample Size
• Latin Hypercube Sampling
• Smolyak Sparse Grid Algorithm
• Modifying Smolyak Sweeps
  • Extending
  • Modifying Parameters & Reusing Response Surfaces
• Calibration of Input Variables
  • Using PUQ for Calibration
  • Example
• Sensitivity Analysis
  • Effect of Smolyak Level on Sensitivity
  • A More Complex Example
• Using PUQ Analyze
  • Response Surfaces
  • Probability Density Functions (PDFs)
• Using PUQ Read
• Making PUQ Work With Your Code
  • C Programs
  • Matlab Programs
  • Wrappers
• Handling Output
  • The Standard Way
  • When the Standard Way Doesn’t Work
  • A Custom Approach using the Datafilter
    • puq/examples/test2
• Using The PBS Scheduler
  • Batch Scripts
  • Using PBSHost
  • Examples
• Plotting
  • PDF Plots
    • Example
• Using Output PDFs as Inputs
• Handling Correlated PDFs