Combining algorithms based on robust estimation techniques and co‐integrating restrictions

Abstract

This paper will motivate alternative combining schemes, provide a statistic for comparing alternative combinations out‐of‐sample and provide an example demonstrating these techniques. The evidence suggests the proposed procedures are likely to do no worse than other approaches and promise to do better under circumstances commonly encountered with economic data: integrated series and contaminated data.