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licence from the Bank. The reference to the Press Service is mandatory if you intend to use this material. 31.03.2021 18.06.15

basis every six months. The reference to the Press Service is mandatory if you intend to use this material. 31.03.2021 18.25.28

Regulatory Approaches 3. Specific features of global and Russian ecosystems and how 18 April 2021 they are connected to the financial market For the ecosystems

Central de la Repъblica Argentina Discussant: Alexey Ponomarenko, Bank of Russia Comments, Q&A 18:40-18:50 Concluding remarks 18:50-19:15 Virtual Coffee Corner

RMSE (forecast horizon = 3) 17 /21 Relative Recursive RMSE (forecast horizon = 6) 18 /21 Relative Recursive RMSE (forecast horizon = 12) 19/21 Conclusions 20 /21

cost vector was calibrated, based on the characteristics of the assets considered. 18 Banco Central de la Repblica Argentina Analytical exercises Basic portfolio approach Portfolio

goods, excluding fruit and vegetables Food goods 20 20 20 20 18 18 18 18 16 16 16 16 14 14 14 14 12 12

out-of-sample RMSE in the forecasting for one month in advance, random forest 18 FORECASTING RUSSIAN CPI WITH DATA VINTAGES AND MACHINE LEARNING TECHNIQUES APRIL 2021