UNCSAM: a tool for automating sensitivity and uncertainty analysis

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...

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Veröffentlicht in:Environmental software 1994, Vol.9 (1), p.1-11
Hauptverfasser: Janssen, P.H.M., Heuberger, P.S.C., Sanders, R.
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:0266-9838
DOI:10.1016/0266-9838(94)90010-8