Hypernormal Densities

Raffaella Giacomini, University of California, San Diego
Andreas Gottschling,
Christian Haefke, Universitat Pompeu Fabra, Spain
Halbert White, University of California, San Diego

UCSD Economics Discussion Paper 2002-14
September 2002

Abstract

We propose a new family of density function that posses both flexibility and closed form expressions for moments and anti-derivatives, making them particularly appealing for applications. We illustrate its usefulness by applying our new family to obtain density forecasts of U.S. inflation. Our methods generate forecasts that improve on standard methods based on AR-ARCH models relying on normal or Student's t-distributional assumptions.


Back to 2002 Discussion Paper Titles