MUP, CEC-DES, STRADE. Codes for Uncertainty Propagation, Experimental Design and Stratified Random Sampling Techniques

摘要

The report describes the how-to-use of the codes: MUP (Monte Carlo Uncertainty Propagation) for uncertainty analysis by Monte Carlo simulation, including correlation analysis, extreme value identification and study of selected ranges of the variable space; CEC-DES (Central Composite Design) for building experimental matrices according to the requirements of Central Composite and Factorial Experimental Designs; and, STRADE (Stratified Random Design) for experimental designs based on the Latin Hypercube Sampling Techniques. Application fields of the codes are probabilistic risk assessment, experimental design, sensitivity analysis and system identification problems. (Atomindex citation 15:010791)