Grassi, Stefano, Proietti, Tommaso, Frale, Cecilia, Marcellino, Massimiliano, Mazzi, Gianluca (2015) EuroMInd-C: a Disaggregate Monthly Indicator of Economic Activity for the Euro Area and member countries. International Journal of Forecasting, 31 (3). pp. 712-738. ISSN 0169-2070. (doi:10.1016/j.ijforecast.2014.08.015) (KAR id:49291)
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Official URL: http://dx.doi.org/10.1016/j.ijforecast.2014.08.015 |
Abstract
The paper deals with the estimation of monthly indicators of economic activity for the Euro area and
its largest member countries that possess the following attributes: relevance, representativeness and
timeliness. Relevance is determined by comparing our monthly indicators to the gross domestic product
at chained volumes, as the most important measure of the level of economic activity. Representativeness
is achieved by considering a very large number of (timely) time series of monthly indicators relating to
the level of economic activity, providing a more or less complete coverage. The indicators are modelled
using a large-scale parametric factor model. We discuss its specification and provide details of the
statistical treatment. Computational efficiency is crucial for the estimation of large-scale parametric
factor models of the dimension used in our application (considering about 170 series). To achieve it,
we apply state-of-the-art state space methods that can handle temporal aggregation, and any pattern of
missing values.
Item Type: | Article |
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DOI/Identification number: | 10.1016/j.ijforecast.2014.08.015 |
Uncontrolled keywords: | Index of coincident indicators; Temporal disaggregation; Multivariate state space models; Dynamic factor models; Quarterly national accounts |
Subjects: | H Social Sciences > H Social Sciences (General) |
Divisions: | Divisions > Division of Human and Social Sciences > School of Economics |
Depositing User: | Stefano Grassi |
Date Deposited: | 09 Jul 2015 14:03 UTC |
Last Modified: | 05 Nov 2024 10:33 UTC |
Resource URI: | https://kar.kent.ac.uk/id/eprint/49291 (The current URI for this page, for reference purposes) |
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