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Mending the Crystal Ball: Enhanced Inflation Forecasts with Machine Learning
Language: en
Pages: 23
Authors: Yang Liu
Categories:
Type: BOOK - Published: 2024-09-27 - Publisher: International Monetary Fund

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Forecasting inflation has become a major challenge for central banks since 2020, due to supply chain disruptions and economic uncertainty post-pandemic. Machine
Interpretable Machine Learning
Language: en
Pages: 320
Authors: Christoph Molnar
Categories: Computers
Type: BOOK - Published: 2020 - Publisher: Lulu.com

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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp
Macroeconomic Policy and Poverty Reduction
Language: en
Pages: 76
Authors: Mr.Brian Ames
Categories: Business & Economics
Type: BOOK - Published: 2001-08-20 - Publisher: International Monetary Fund

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This pamphlet excerpts a chapter on macroeconomic policy from the Poverty Reduction Policy Source book, a guide prepared by the World Bank and IMF to assist cou
What Video Games Have to Teach Us About Learning and Literacy. Second Edition
Language: en
Pages: 233
Authors: James Paul Gee
Categories: Education
Type: BOOK - Published: 2014-12-02 - Publisher: Macmillan

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Cognitive Development in a Digital Age James Paul Gee begins his classic book with "I want to talk about video games–yes, even violent video games–and say s
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-
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