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Financial Sector Policies

Tools for Central Banking Implementation: Liquidity Forecasting and FX Intervention

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Session No.: ST 24.24

Location: Singapore, Singapore

Date: November 11-15, 2024 (1 week)

Delivery Method: In-person Training

Primary Language: English

Interpretation Language: English

Target Audience

Mid-level to senior central bank officials interested in market operations, monetary policy strategy, and/or conducting stress tests on central bank's balance sheet.

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Qualifications

Participants with experience in bank central bank operations, financial markets, and basic knowledge of quantitative methods.

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Course Description

The course teaches advanced statistical methods to estimate and implement foreign exchange intervention rules based on a risk approach, to forecast systemic liquidity in the context of different operational frameworks, and to conduct stress tests on central bank's balance sheet as well as its profit & loss.The course covers techniques suitable for:

  • Central banks operating an interest rate corridor
  • Central banks operating a flexible exchange rate arrangement, intervening on the foreign exchange market with financial and price stability objectives
  • Central banks transitioning from a fixed exchange rate arrangement to a floating exchange rate arrangement

The course covers topics:

  • FX Intervention Tool
    • Theoretical background for risk-based FX interventions
    • The econometric theory of risk estimation
    • Application on a country case

 

  • Liquidity Forecasting Tool
    • Institutional framework for liquidity forecasting
    • Statistical basics for forecasting
    • Forecast the autonomous factors (currency in circulation, net foreign assets, state account balance) and total liquidity using a comprehensive, cutting-edge statistical framework
    • Application on a case

 

  • Central Bank Balance Sheet Stress Testing
    • General framework for modeling central bank's balance sheet and how to tailor it to a specific country
    • Forecasting central bank's balance sheet and profit & loss
    • Stress testing central bank's equity and evaluating solutions to enhance financial soundness of central bank's balance sheet (e.g., recapitalization)
    • Satellite models for forecasting key balance sheet items
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Course Objectives

Upon completion of this course, participants should be able to implement:

  • An FX risk model that can be used for:
    • Conducting FX market monitoring and inform policymakers decisions
    • Intervening on the FX markets via a risk-optimal approach
  • A liquidity forecasting framework that can be used for:
    • Forecasting autonomous factors and total liquidity
    • Forecasting demand for reserve
    • Calibrating operations

And participants should be able to analyze central bank's balance sheet.

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