Plackett-Burman technique for sensitivity analysis of many-parametered models

Diane L. Beres, Douglas M Hawkins

Research output: Contribution to journalArticle

67 Scopus citations

Abstract

A method for sensitivity analysis of a simulation model is presented, together with an illustrative example. The Plackett-Burman technique allows the concurrent consideration of numerous parameters. The required number of model scenarios necessary for completion of the analysis is approximately twice the number of parameters. Advantages to the technique include simultaneously investigating all parameters, as well as acquiring information about two-way parameter interactions, by means of a relatively small number of scenarios. A drawback is aliasing among interactions, which may confound interpretation.

Original languageEnglish (US)
Pages (from-to)171-183
Number of pages13
JournalEcological Modelling
Volume141
Issue number1-3
DOIs
StatePublished - Jul 1 2001

Keywords

  • Parameter interactions
  • Plackett-Burman
  • Sensitivity analysis
  • Simulation model

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