Working Paper

Assessment of the
Leading Indicator Properties
of Economic Variables for
France, Germany, and Italy

Katharina Raabe
ifo Institut für Wirtschaftsforschung, München, 2002

ifo Diskussionsbeiträge / 74

This paper considers the leading indicator properties of quantitative and qualitative variables for France, Germany, and Italy. The analysis employs cross-correlograms to gain a basic understanding as to the lead-lag characteristics of indicator variables. Furthermore, the study qualifies the short-term and long-term linkages between possible indicator variables and the reference series of the business cycle by carrying out bivariate and multivariate Granger-causality tests and by estimating error correction models. The results suggest that the examined indicator variables generally establish a lead over the business cycle, albeit only at short horizons. Cross-country differences prevail as to the direction of the effect of a chosen variable on industrial production.

Schlagwörter: Business Cycles, Leading Indicators, Granger-Causality Tests, Error-Correction, Models