It takes the average reader and 52 minutes to read High Performance Export Portfolio: Design Growth-Enhancing Export Structure with Machine Learning by Ms. Natasha X Che
Assuming a reading speed of 250 words per minute. Learn more
This paper studies the relationship between export structure and growth performance. We design an export recommendation system using a collaborative filtering algorithm based on countries' revealed comparative advantages. The system is used to produce export portfolio recommendations covering over 190 economies and over 30 years. We find that economies with their export structure more aligned with the recommended export structure achieve better growth performance, in terms of both higher GDP growth rate and lower growth volatility. These findings demonstrate that export structure matters for obtaining high and stable growth. Our recommendation system can serve as a practical tool for policymakers seeking actionable insights on their countries’ export potential and diversification strategies that may be complex and hard to quantify.
High Performance Export Portfolio: Design Growth-Enhancing Export Structure with Machine Learning by Ms. Natasha X Che is 52 pages long, and a total of 13,104 words.
This makes it 18% the length of the average book. It also has 16% more words than the average book.
The average oral reading speed is 183 words per minute. This means it takes 1 hour and 11 minutes to read High Performance Export Portfolio: Design Growth-Enhancing Export Structure with Machine Learning aloud.
High Performance Export Portfolio: Design Growth-Enhancing Export Structure with Machine Learning is suitable for students ages 8 and up.
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