UNCSAM - A TOOL FOR AUTOMATING SENSITIVITY AND UNCERTAINTY ANALYSIS

被引：31

作者：

JANSSEN, PHM

HEUBERGER, PSC

SANDERS, R

机构：

[1] National Institute of Public Health and Environmental Protection (RIVM), 3720 BA Bilthoven

来源：

ENVIRONMENTAL SOFTWARE | 1994年 / 9卷 / 01期

关键词：

SENSITIVITY; UNCERTAINTY; LATIN HYPERCUBE SAMPLING;

D O I：

10.1016/0266-9838(94)90010-8

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

The important role of sensitivity and uncertainty analysis in the mathematical modelling process is indicated, and guidelines are given for these analyses. The main features are presented of the software package UNCSAM, which applies efficient Monte Carlo sampling in combination with regression and correlation analysis to perform sensitivity and uncertainty analyses on a large variety of simulation models. The use of UNCSAM is illustrated by an environmental application study.

引用

页码：1 / 11

页数：11

共 16 条

[1]

ANDRES TH, 1986, AECL8382 WHIT NUCL R

[2]

Conover William Jay, 1998, PRACTICAL NONPARAMET, V350

[3] AN INVESTIGATION OF UNCERTAINTY AND SENSITIVITY ANALYSIS TECHNIQUES FOR COMPUTER-MODELS [J].