Minding the Output Gap: A Hamilton Filter Approach and Updated Estimates for the Brazilian Economy

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.

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Bibliographic Details
Main Author: Inter-American Development Bank
Other Authors: José Luiz Rossi
Language:English
Published: Inter-American Development Bank
Subjects:Economy, Development Bank, Potential Output, Output Gap, Gross Domestic Product, Inflation, Debtor Finance, Fiscal Policy, C53 - Forecasting and Prediction Methods • Simulation Methods, C45 - Neural Networks and Related Topics, E17 - Forecasting and Simulation: Models and Applications, Macroeconometrics;Output gap;Potential output;GDP;Brazil,
Online Access:http://dx.doi.org/10.18235/0004981
https://publications.iadb.org/en/minding-output-gap-hamilton-filter-approach-and-updated-estimates-brazilian-economy
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spelling dig-bid-node-339032023-08-02T15:38:56ZMinding the Output Gap: A Hamilton Filter Approach and Updated Estimates for the Brazilian Economy 2023-06-28T00:06:00+0000 http://dx.doi.org/10.18235/0004981 https://publications.iadb.org/en/minding-output-gap-hamilton-filter-approach-and-updated-estimates-brazilian-economy Inter-American Development Bank Economy Development Bank Potential Output Output Gap Gross Domestic Product Inflation Debtor Finance Fiscal Policy C53 - Forecasting and Prediction Methods • Simulation Methods C45 - Neural Networks and Related Topics E17 - Forecasting and Simulation: Models and Applications Macroeconometrics;Output gap;Potential output;GDP;Brazil 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. Inter-American Development Bank José Luiz Rossi José Eduardo Gonçalves de Sousa Jose Alejandro Gutiérrez Briceño IDB Publications Brazil Brazil en
institution BID
collection DSpace
country Estados Unidos
countrycode US
component Bibliográfico
access En linea
databasecode dig-bid
tag biblioteca
region America del Norte
libraryname Biblioteca Felipe Herrera del BID
language English
topic Economy
Development Bank
Potential Output
Output Gap
Gross Domestic Product
Inflation
Debtor Finance
Fiscal Policy
C53 - Forecasting and Prediction Methods • Simulation Methods
C45 - Neural Networks and Related Topics
E17 - Forecasting and Simulation: Models and Applications
Macroeconometrics;Output gap;Potential output;GDP;Brazil
Economy
Development Bank
Potential Output
Output Gap
Gross Domestic Product
Inflation
Debtor Finance
Fiscal Policy
C53 - Forecasting and Prediction Methods • Simulation Methods
C45 - Neural Networks and Related Topics
E17 - Forecasting and Simulation: Models and Applications
Macroeconometrics;Output gap;Potential output;GDP;Brazil
spellingShingle Economy
Development Bank
Potential Output
Output Gap
Gross Domestic Product
Inflation
Debtor Finance
Fiscal Policy
C53 - Forecasting and Prediction Methods • Simulation Methods
C45 - Neural Networks and Related Topics
E17 - Forecasting and Simulation: Models and Applications
Macroeconometrics;Output gap;Potential output;GDP;Brazil
Economy
Development Bank
Potential Output
Output Gap
Gross Domestic Product
Inflation
Debtor Finance
Fiscal Policy
C53 - Forecasting and Prediction Methods • Simulation Methods
C45 - Neural Networks and Related Topics
E17 - Forecasting and Simulation: Models and Applications
Macroeconometrics;Output gap;Potential output;GDP;Brazil
Inter-American Development Bank
Minding the Output Gap: A Hamilton Filter Approach and Updated Estimates for the Brazilian Economy
description 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.
author2 José Luiz Rossi
author_facet José Luiz Rossi
Inter-American Development Bank
topic_facet Economy
Development Bank
Potential Output
Output Gap
Gross Domestic Product
Inflation
Debtor Finance
Fiscal Policy
C53 - Forecasting and Prediction Methods • Simulation Methods
C45 - Neural Networks and Related Topics
E17 - Forecasting and Simulation: Models and Applications
Macroeconometrics;Output gap;Potential output;GDP;Brazil
author Inter-American Development Bank
author_sort Inter-American Development Bank
title Minding the Output Gap: A Hamilton Filter Approach and Updated Estimates for the Brazilian Economy
title_short Minding the Output Gap: A Hamilton Filter Approach and Updated Estimates for the Brazilian Economy
title_full Minding the Output Gap: A Hamilton Filter Approach and Updated Estimates for the Brazilian Economy
title_fullStr Minding the Output Gap: A Hamilton Filter Approach and Updated Estimates for the Brazilian Economy
title_full_unstemmed Minding the Output Gap: A Hamilton Filter Approach and Updated Estimates for the Brazilian Economy
title_sort minding the output gap: a hamilton filter approach and updated estimates for the brazilian economy
publisher Inter-American Development Bank
url http://dx.doi.org/10.18235/0004981
https://publications.iadb.org/en/minding-output-gap-hamilton-filter-approach-and-updated-estimates-brazilian-economy
work_keys_str_mv AT interamericandevelopmentbank mindingtheoutputgapahamiltonfilterapproachandupdatedestimatesforthebrazilianeconomy
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