For the new version of this paper, see http://cirano.qc.ca/files/publications/2016s-36.pdf

This paper advances beyond the prediction of the probability of a recession by also considering its severity in terms of output loss and duration. First, Probit models are used to estimate the probability of a recession at period t + h from the information available at period t. Next, a Vector Autoregression (VAR) augmented with diffusion indices and an inverse Mills ratio (IMR) is fitted to selected measures of real economic activity. The latter model is used to generate two forecasts: an average forecast, and a forecast under the pessimistic assumption that a recession occurs at the forecast horizon. The severity of recessions is then predicted as the gap between these two forecasts. Finally, a zero-inated Poisson model is fitted to historical durations of recessions. Our empirical results suggest that U.S. recessions are fairly predictable, both in terms of occurrence and severity. Out-of-sample experiments suggest that the inclusion of the IMR in the VAR model significantly improves its forecasting performance.

Voir le document

Dernières publications

2017s-08 CS
An experimental investigation of rating-market regulation
Claudia Keser, Asri Özgümüs, Emmanuel Peterlé et Martin Schmidt
Voir le document

2017s-07 CS
Statistical tests of the demand for insurance: an “all or nothing” decision
Anne Corcos, François Pannequin et Claude Montmarquette
Voir le document

2017RP-02 RP
Politiques favorables à l’innovation en santé
Nadia Benomar, Joanne Castonguay, Marie-Hélène Jobin et François Lespérance
Voir le document

2017RP-01 RP
Évaluation économique du service de premiers répondants sur le territoire de l’agglomération de Montréal
Nathalie de Marcellis-Warin, François Vaillancourt, Ingrid Peignier, Brigitte Bouchard-Milord et Alain Vaillancourt
(document non-disponible)

2017MO-02 MO
Perception des risques - Baromètre Cirano 2017
Nathalie de Marcellis-Warin et Ingrid Peignier
Voir le document


Centre interuniversitaire de recherche en analyse des organisations
1130 rue Sherbrooke Ouest, suite 1400
Montréal, Québec (Canada) H3A 2M8
(514) 985-4000
(514) 985-4039
reception@cirano.qc.ca

© 2017 CIRANO. Tous droits réservés.



Partenaire de :