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Ran Pan:

2024

Title: Mending the Crystal Ball: Enhanced Inflation Forecasts with Machine Learning

Author: Liu, Yang ; Pan, Ran ; Xu, Rui

Series: Working Paper No. 2024/206

Date: September 27, 2024

Subject: Consumer price indexes Econometric analysis Econometric models Economic forecasting Exchange rates Foreign exchange Inflation Inflation persistence Labor Machine learning Output gap Prices Producer price indexes Production Technology Unemployment rate

Title: Enhancing IMF Economics Training: AI-Powered Analysis of Qualitative Learner Feedback

Author: Komaromi, Andras ; Wu, Xiaomin ; Pan, Ran ; Liu, Yang ; Cisneros, Pablo ; Manocha, Anchal ; El Oirghi, Hiba

Series: Working Paper No. 2024/166

Date: August 2, 2024

Subject: Artificial intelligence Automation Information systems and platforms Machine learning Technology