Best Estimate Reporting with Asymmetric Loss
16 Pages Posted: 30 Jan 2015
Date Written: January 30, 2015
This paper considers the problem of point prediction based on a predictive distribution, representing the uncertainty about the outcome. The issue explored is the reporting of a single characteristic, typically the mean, the median or the mode, in the context of a skewed distribution and asymmetric loss. Special attention is given to the two-piece normal distribution and asymmetric piecewise linear and quadratic loss. The practical context for the issue is the yearly reporting of remaining petroleum resources given by the authorities to stakeholders that may ask for just a single number.
Keywords: Estimate reporting, asymmetric loss, point prediction, predictive distribution
JEL Classification: C00, C10, C13
Suggested Citation: Suggested Citation