Skip to main content
Log in

Factorial Design Applications in Sensitivity Analysis

  • Technical Note
  • Published:
OPSEARCH Aims and scope Submit manuscript

Abstract

This paper present a direct yet effective method to determine the sensitivity of managerial decisions to a multitude of inherent assumptions and factors. The approach used the factorial design framework to uncover the critical individual uncertainties and assumptions and their interactions, with the objective of improving the overall quality of the decision and assisting in the development of contingency plans. A real life case study is used to compare this appioach with the conventional sensitivity analysis methodology.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. BALSON, WILLIAN E., WELSH, JUSTIN L. AND WILSON, DONALD S. “Using decision Analysis and Risk Analysis to Manage Utility Environmental Risk”, Interfaces, Vol. 22, November–December, (1992) pp. 126–139.

    Article  Google Scholar 

  2. BROWN, ROBERT A. “Sensitivity analysis of Capital Recovery with Return”, The Engineering Economist, Vol. 24, No. 3, (1982) pp. 233–237.

    Google Scholar 

  3. BUNN, DEREK W. Applied Decision Analysis, New York. (1984).

    Google Scholar 

  4. ESCHENBACH, T.G. AND MCKEAGUE, L.S. “Exposition on Using Graphs for Sensitivity Analysis”, The Engineering Economist, vol. 34 (4) (1989) 315–333.

    Article  Google Scholar 

  5. ESCHENBACH, TED G. “Stochastic Sensitivity Analysis”, The Engineering Economist, Vol. 35, No. 4, (1990) pp. 305–321.

    Article  Google Scholar 

  6. ESCHENBACH, TED G. “Spiderplots versus Tornado Diagrams for Sensitivity Analysis”, Interfaces, No. 22, (1992) pp. 40–46.

    Article  Google Scholar 

  7. FRANKE, DOUGLAS S. AND SCHULENBURG, NIELSON W. “Buying a Home Versus Renting an Apartment: A Case Study”, The Engineering Economist, Vol. 35, No,. 3, (1990) pp. 191–214.

    Article  Google Scholar 

  8. FRENCH, SIMON “Mathematical Programming Approach to Sensitivity Calculations in Decision Analysis”, J. Op. Res. Soc, Vol. 43, (1992) pp. 813–819.

    Article  Google Scholar 

  9. KMIETOWICZ Z.W. AND PEARMAN A.D. Decision Theory and Incomplete Knowledge, Gower Publishing (1981).

    Google Scholar 

  10. MORRIS, W.T. Engineering Economy, Homewood, I11. R.D. Irwin Inc. (1960)

    Google Scholar 

  11. MONTGOMERY, DOUGLAS C. Design and Analysis of Experiments, 4th ed, John Wiley (1997).

    Google Scholar 

  12. SIDNEY W. HESS. “Swinging on the Branch of a Tree”, Interface, No. 33, (1993) pp. 5–12.

    Google Scholar 

  13. TAHA, HAMDY A. Operations Research, 2nd ed., New York. (1976).

    Google Scholar 

  14. WILLIAM J.S. Production/Operation management: Decision Making, 4th ed., (1994) pp-93.

    Google Scholar 

  15. WILLIAM J.S. Production/Operation management: Simulation, 4th ed., (1994) 813–819.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bagchi, T.P., Lin, S. Factorial Design Applications in Sensitivity Analysis. OPSEARCH 34, 242–258 (1997). https://doi.org/10.1007/BF03398529

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF03398529

Navigation