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Middle East and Central Asia > Jordan

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Cover IMF Staff Country Reports
Jordan: Technical Assistance Report-Forecasting Framework for Currency in Circulation
International Monetary Fund. Monetary and Capital Markets Department
The currency in circulation forecasting model presently used by the Central Bank of Jordan is aligned with international practices and provides a solid basis for liquidity management. The central bank uses an Auto Regressive Integrated Moving Average (ARIMA) model with many indicator variables to model binary seasonality and to capture special events. The ARIMA model is fitted on daily currency in circulation data using a standard maximum likelihood estimator. This ARIMA approach is aligned with the models traditionally used by central banks in emerging and middle-income countries.
Keywords:
moving average; staff level agreement; IMF team; hierarchy forecasting; ARIMA model; Monetary base; Currency issuance; Open market operations; Global
Cover Regional Economic Outlook, October 2020, Middle East and Central Asia
Regional Economic Outlook, October 2020, Middle East and Central Asia
International Monetary Fund. Middle East and Central Asia Dept.

Abstract

Countries in the Middle East, North Africa, Afghanistan, and Pakistan (MENAP) region and those in the Caucasus and Central Asia (CCA) responded to the COVID-19 pandemic with swift and stringent measures to mitigate its spread and impact but continue to face an uncertain and difficult environment. Oil exporters were particularly hard hit by a “double-whammy” of the economic impact of lockdowns and the resulting sharp decline in oil demand and prices. Containing the health crisis, cushioning income losses, and expanding social spending remain immediate priorities. However, governments must also begin to lay the groundwork for recovery and rebuilding stronger, including by addressing legacies from the crisis and strengthening inclusion.

Keywords:
public health; reopening; rebuilding; oil revenue; OPEC+; REO; oil exporter; MCD country; oil importer; IMF staff calculation; MCD firm; MCD region