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Spatial Dependence and Data-Driven Networks of International Banks

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by Ben Craig & Sald
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Spatial Dependence and Data-Driven Networks of International Banks by Ben Craig & Sald

This paper computes data-driven correlation networks based on the stock returns of international banks and conducts a comprehensive analysis of their topological properties. We first apply spatial-dependence methods to filter the effects of strong common factors and a thresholding procedure to select the significant bilateral correlations. The analysis of topological characteristics of the resulting correlation networks shows many common features that have been documented in the recent literature but were obtained with private information on banks' exposures, including rich and hierarchical structures, based on but not limited to geographical proximity, small world features, regional homophily, and a core-periphery structure.

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Ebook Details
Pages: 34
Size: 4.6 MB
Publisher: INTERNATIONAL MONETARY FUND
Date published:   2016
ISBN: 9781475537116 (DRM-EPUB)

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This product is listed in the following categories:

Nonfiction > Business & Economics > Economics
Nonfiction > Business & Economics > International > Economics
Nonfiction > Business & Economics > Economics > Macroeconomics

These authors have products in the following categories:

Nonfiction > Business & Economics
Nonfiction > Business & Economics > Banks & Banking
Nonfiction > Business & Economics > Economics
Nonfiction > Business & Economics > International > Economics
Nonfiction > Business & Economics > Economics > Macroeconomics

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12/05/2016
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