Modelling exchange rate variations and global shocks in Brazil

• Main Authors: Harold Ngalawa, Adebayo Augustine Kutu
• Format: Article
• Language: deu
• Published: Faculty of Economics University of Rijeka 2017-06-01
• Series: Zbornik radova Ekonomskog fakulteta u Rijeci : časopis za ekonomsku teoriju i praksu
• Subjects: modelling exchange rate variations; GARCH; EGARC; EGARC and APARCH
• Online Access: https://www.efri.uniri.hr/sites/efri.uniri.hr/files/cr-collections/2/08-ngalawa-2017-1-1498741962.pdf

The purpose of this paper is to model variations of Brazil’s exchange rates and global shocks in order to establish if global oil prices and international interest rates (global shocks) have any impact on exchange rate variations in Brazil. After establishing the existence of ARCH effects and ensuring the stationarity of the data set, we estimate the symmetric GARCH (1,1) model along with two asymmetric EGARCH (1,1) and APARCH (1,1) models using the theoretical model of Kamal et al. (2012). The results show that the GARCH (1,1) model provides the best fit for Brazil’s exchange rate variations while the model selection chooses the Student’s t distribution as the preferable model of good fit compared to the alternatives. The study results show that Brazil’s exchange rates are significantly influenced by global shocks. Accordingly, we recommend that the Brazilian government should consider the impact of oil prices and global interest rates when formulating and implementing policies that impact on the exchange rate.