International Monetary Fund. Western Hemisphere Dept.
We thank staff for the report and the cordial dialogue within the 2022 Article IV Consultation. We also express our gratitude to the Management and the different departments for their support through technical assistance on relevant topics for the country.
This paper proposes a comprehensive Strategy to strengthen IMF support to FCS in accordance with the Fund’s mandate and comparative advantage. The Strategy is a response to the Board-endorsed recommendations of the 2018 Independent Evaluation Office (IEO) Report on The IMF and Fragile States. To achieve these goals, the Strategy will benefit from additional resources reflected in the FY23-25 Medium-Term Budget, as per the budget augmentation framework discussed by the Board in December 2021. The Strategy also provides measures to better support staff working on FCS. Given the inherent risks in FCS engagement, the Strategy will be phased in starting in FY22, with implementation gradually accelerating between FY23-FY25.
Mr. Jean-Francois Dauphin, Mr. Kamil Dybczak, Morgan Maneely, Marzie Taheri Sanjani, Mrs. Nujin Suphaphiphat, Yifei Wang, and Hanqi Zhang
This paper describes recent work to strengthen nowcasting capacity at the IMF’s European department. It motivates and compiles datasets of standard and nontraditional variables, such as Google search and air quality. It applies standard dynamic factor models (DFMs) and several machine learning (ML) algorithms to nowcast GDP growth across a heterogenous group of European economies during normal and crisis times. Most of our methods significantly outperform the AR(1) benchmark model. Our DFMs tend to perform better during normal times while many of the ML methods we used performed strongly at identifying turning points. Our approach is easily applicable to other countries, subject to data availability.