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Explaining Currency Crises: A Statistical Machine Learning Approach

Explaining Currency Crises: A Statistical Machine Learning Approach

von Ismael Arciniegas Rueda
Softcover - 9783838342566
79,00 €
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Beschreibung

The motivation of this book is to gain new understanding of currency crises'' aftermaths by systematically studying the different financial and socio-economic variables that determine currency crises'' effects on economic output. This book uses statistical machine learning algorithms such as neural networks and support vector machines to rank the most important variables in explaining currency crises aftermaths. The book also compares the machine learning results with the ones obtained from more traditional econometric methods.

Understanding why some currency crises are followed by strong recesions but others are not

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 29. Januar 2010
Maße 22 cm x 15 cm x 2.9 cm
Gewicht 721 Gramm
Format Softcover
ISBN-13 9783838342566
Seiten 472