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Journal of Banking & Finance Vol. 29 No. 4 2005

Migration correlation: Definition and efficient estimation

P. Gagliardini1,2; C. Gouriéroux3,1

1 Centre de Recherche en Économie et Statistique · 2 Università della Svizzera italiana · 3 University of Toronto

Abstract

The aim of this paper is to explain why cross-sectional estimated migration correlations displayed in the academic and professional literature can be either not consistent, or inefficient, and to discuss alternative approaches. The analysis relies on a model with stochastic migration in which the parameters of interest, that are migration correlations, are precisely defined. The impossibility of estimating consistently the migration correlations from cross-sectional data only is emphasized. We explain how to handle with individual rating histories, how to weight appropriately the cross-sectional estimators and how to estimate efficiently the joint migration probabilities at longer horizons.

DOI
10.1016/j.jbankfin.2004.08.006
Volume
29
Issue
4
Pages
865-894
Language
en
Sources
bibtex:phds-export.bib openalex crossref

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