Science & Social Sciences
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Monetary Policy Analysis and Forecasting

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Course Features

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Duration

6 weeks

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Mobile, Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Advanced

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Effort

5 hours per week

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Teaching Type

Self Paced

Course Description

This online course, presented by the IMF's Institute for Capacity Development, introduces participants to quarterly projection macroeconomic models developed as a core of FPAS (Forecasting and Policy Analysis Systems) and how to implement the key canonical quarterly projection model (QPM) equations in a macroeconomic modeling software. This course uses detailed country data highlighting an inflation targeting central bank, for hands-on filtration and calibration exercises.

The course covers two main technical aspects:

  • introduction to a canonical New Keynesian model structure and its key properties; and
  • implementation of the QPM in Matlab/Octave and the application of IRIS toolbox for solving and maintaining the QPM.

In partnership with MathWorks, enrolled students have access to MATLAB for the duration of the course.

Monetary Policy Analysis and Forecasting is offered by the IMF with financial support from the Government of Japan.

Course Overview

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International Faculty

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Post Course Interactions

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Instructor-Moderated Discussions

Skills You Will Gain

What You Will Learn

Apply the basic IRIS Toolbox functions for solving the model.

Create output reports using model codes.

Develop a basic calibration of the QPM.

Distinguish the key elements of a QPM in a state-space form (i.e. shocks, observable and unobservable variables, measurement and transition equations, steady-state parameters, equation coefficients).

Explain the key building blocks of a canonical semi-structural QPM.

Identify necessary codes for data transformation, filtration and evaluation of the QPM properties.

Implement a simple QPM using a specialized software for macroeconomic modelling.

Interpret the key model equations from a macroeconomic point of view.

Course Instructors

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Mikhail Pranovich

Economist at The International Monetary Fund

Mikhail Pranovich is an Economist in the European and Middle Eastern Division of the Institute of Capacity Development. Most previously, he was an Economist at the Joint Vienna Institute. Before that...
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