How to Take Expert Uncertainty into Account: Economic Approach Illustrated by Pavement Engineering Applications

Authors

Edgar Daniel Rodriguez Velasquez, The University of Texas at El PasoFollow
Carlos M. Chang Albitres, The University of Texas at El PasoFollow
Thach N. Nguyen, Banking University of Ho Chi Minh CityFollow
Olga Kosheleva, The University of Texas at El PasoFollow
Vladik Kreinovich, The University of Texas at El PasoFollow

Publication Date

5-2018

Comments

Technical Report: UTEP-CS-18-43

Rodriguez Velasquez E.D., Chang Albitres C.M., Nguyen T.N., Kosheleva O., Kreinovich V. (2019) How to Take Expert Uncertainty into Account: Economic Approach Illustrated by Pavement Engineering Applications. In: Kreinovich V., Sriboonchitta S. (eds) Structural Changes and their Econometric Modeling. TES 2019. Studies in Computational Intelligence, vol 808. Springer, Cham
https://doi.org/10.1007/978-3-030-04263-9_14

Abstract

In many application areas, we rely on expert estimates. For example, in pavement engineering, we often rely on expert graders to gauge the condition of road segments and to see which repairs are needed. Expert estimates are imprecise; it is desirable to take the resulting uncertainty into account when making the corresponding decisions. The traditional approach is: to first apply the traditional statistical methods to get the most accurate estimate, and then to take the corresponding uncertainty into account when estimating the economic consequences of the resulting decision. On the example of pavement engineering applications, we show that it is beneficial to apply the economic approach from the very beginning. The resulting formulas are in good accordance with the general way how people make decisions in the presence of risk.