M1 and M2 indicators - new proposed measures for the global accuracy of forecast intervals Cover Image

M1 and M2 indicators - new proposed measures for the global accuracy of forecast intervals
M1 and M2 indicators - new proposed measures for the global accuracy of forecast intervals

Author(s): Mihaela Simionescu
Subject(s): Economy, Socio-Economic Research
Published by: Universitatea Nicolae Titulescu
Keywords: forecast intervals; accuracy; historical errors method; RMSE; M1 indicator; M2 indicator

Summary/Abstract: This is an original scientific paper that proposes the introduction in literature of two new accuracy indicators for assessing the global accuracy of the forecast intervals. Taking into account that there are not specific indicators for prediction intervals, point foreca sts being associated to intervals, we consider an important step to propose those indicators whose function is only to identify the best method of constructing forecast intervals on a specific horizon. This research also proposes a new empirical method of building intervals for maximal appreciations of inflation rate made by SPF’s (Survey of Professional Forecasters) experts. This method proved to be better than those of the historical errors methods (those based on RMSE (root mean square error)) for the financial services providers on the horizon Q3:2012 - Q2:2013.

  • Issue Year: 2/2014
  • Issue No: 1
  • Page Range: 54-59
  • Page Count: 6
  • Language: English