Knowledge that Transforms

To make high-quality research more accessible and easier to explore.

Fields:
1180 results ✕ Clear filters

The Generalized Dynamic-Factor Model: Identification and Estimation

The Review of Economics and Statistics 2000 82(4), 540-554 open access
This paper proposes a factor model with infinite dynamics and nonorthogonal idiosyncratic components. The model, which we call the generalized dynamic-factor model, is novel to the literature and generalizes the static approximate factor model of Chamberlain and Rothschild (1983), as well as the exact factor model à la Sargent and Sims (1977). We provide identification conditions, propose an estimator of the common components, prove convergence as both time and cross-sectional size go to infinity at appropriate rates, and present simulation results. We use our model to construct a coincident index for the European Union. Such index is defined as the common component of real GDP within a model including several macroeconomic variables for each European country.

Review of Economic Studies European Meetings

Review of Economic Studies 2000 67(4), 811-811
Journal Article Review of Economic Studies European Meetings Get access The Review of Economic Studies, Volume 67, Issue 4, October 2000, Page 811, https://doi.org/10.1111/1467-937X.00155 Published: 01 October 2000