"Modelling Volatility of the Exchange Rate of the Naira to major Curren" by Reuben O. David, Hussaini G. Dikko et al.

CBN Journal of Applied Statistics (JAS)

Title

Modelling Volatility of the Exchange Rate of the Naira to major Currencies

Authors

Reuben O. David, Ahmadu Bello University, ZariaFollow
Hussaini G. Dikko, Ahmadu Bello University, Zaria Kaduna State, NigeriaFollow
Shehu U. Gulumbe, Usmanu Danfodio University, Sokoto NigeriaFollow

Keywords

Exchange Rate, Volatility, Leverage Effects, Exogenous Variables, Persistence, Heteroscedasticity

Abstract

The exchange rate between the Naira and other currencies has continued to witness variability with depreciation. This variability makes it difficult to predict returns. Against this background, this paper examines the naira exchange rate vis-a-vis four other currencies. The impact of exogenous variables in modelling volatility is considered using both the GARCH (1,1) and its asymmetric variants. Three of the four returns series showed heteroscedasticity. The results of the fitted models indicate that the majority of the parameters are significant and that volatility is quite persistent. Furthermore, the results of the asymmetric model indicate different impacts for both negative and positive shocks and shows superior forecasting performance to the symmetric GARCH.

Author Bio

The authors are from Statistics Department, Ahmadu Bello University, Zaria, Nigeria.

Publication Title

CBN Journal of Applied Statistics

Issue

Volume

Recommended Citation

David, Reuben O.; Dikko, Hussaini G.; and Gulumbe, Shehu U. (2016) "Modelling Volatility of the Exchange Rate of the Naira to major Currencies," CBN Journal of Applied Statistics (JAS): Vol. 7: No. 2, Article 8.
Available at: https://dc.cbn.gov.ng/jas/vol7/iss2/8

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