{"product_id":"explaining-currency-crises-a-statistical-machine-learning-approach-von-ismael-arciniegas-rueda","title":"Explaining Currency Crises: A Statistical Machine Learning Approach","description":"\u003cp\u003eThe 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.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838342566\"\u003e\u003ch3\u003eUnderstanding why some currency crises are followed by strong recesions but others are not\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838342566","offer_id":39469172195421,"sku":"9783838342566","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/3840c9c2-f15e-4b7f-9246-cb79fbb53e68.jpg?v=1765263047","url":"https:\/\/shop.autorenwelt.de\/products\/explaining-currency-crises-a-statistical-machine-learning-approach-von-ismael-arciniegas-rueda","provider":"Autorenwelt Shop","version":"1.0","type":"link"}