Minding the Output Gap: A Hamilton Filter Approach and Updated Estimates for the Brazilian Economy
Date issued
June 2023
Subject
Economy;
Development Bank;
Potential Output;
Output Gap;
Gross Domestic Product;
Inflation;
Debtor Finance;
Fiscal Policy
JEL code
C53 - Forecasting and Prediction Methods • Simulation Methods;
C45 - Neural Networks and Related Topics;
E17 - Forecasting and Simulation: Models and Applications
Country
Brazil;
Brazil
Category
Technical Notes
This paper develops an alternative approach for estimating the potential output and the output gap, intending to serve as a good balance between a simple low data requiring method and a powerful but complex structural approach. We rely on the Hamiltons Regression Filter properties to generate a statistically robust estimator of the potential Gross Domestic Product level which overcomes the problems associated to the Hodrick-Prescott filter and improves the Production Function Approach (PFA). Furthermore, we use this methodology to update the estimates of the potential output and output gap for the Brazilian economy.