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Predicting IMF-Supported Programs: A Machine Learning Approach
Language: en
Pages: 48
Authors: Tsendsuren Batsuuri
Categories: Business & Economics
Type: BOOK - Published: 2024-03-08 - Publisher: International Monetary Fund

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This study applies state-of-the-art machine learning (ML) techniques to forecast IMF-supported programs, analyzes the ML prediction results relative to traditio
Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance
Language: en
Pages: 35
Authors: El Bachir Boukherouaa
Categories: Business & Economics
Type: BOOK - Published: 2021-10-22 - Publisher: International Monetary Fund

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This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benef
FinTech in Financial Inclusion: Machine Learning Applications in Assessing Credit Risk
Language: en
Pages: 34
Authors: Majid Bazarbash
Categories: Business & Economics
Type: BOOK - Published: 2019-05-17 - Publisher: International Monetary Fund

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Recent advances in digital technology and big data have allowed FinTech (financial technology) lending to emerge as a potentially promising solution to reduce t
Completing the Market: Generating Shadow CDS Spreads by Machine Learning
Language: en
Pages: 37
Authors: Nan Hu
Categories: Business & Economics
Type: BOOK - Published: 2019-12-27 - Publisher: International Monetary Fund

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We compared the predictive performance of a series of machine learning and traditional methods for monthly CDS spreads, using firms’ accounting-based, market-
Machine Learning Techniques for Space Weather
Language: en
Pages: 454
Authors: Enrico Camporeale
Categories: Science
Type: BOOK - Published: 2018-05-31 - Publisher: Elsevier

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Machine Learning Techniques for Space Weather provides a thorough and accessible presentation of machine learning techniques that can be employed by space weath