Time Series Forecasting of Naira against Major Currencies Exchange Rates

被引:0
|
作者
Adeleke, Ismaila [1 ]
Hamadu, Dallah [1 ]
机构
[1] Univ Lagos, Dept Actuarial Sci & Insurance, Lagos, Nigeria
关键词
Foreign Exchange Rates; ARIMA Modeling; Naira; Time Series; Forecasting; Performance Metrics;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The foreign exchange market is the largest and probably the most liquid financial market segment worldwide. Against this background, understanding and forecasting exchange rates behaviour is important to monetary policy and international trade. As a result, the appropriate prediction of exchange rate plays a very important role in financial risk management and economic activities of all sorts and crucial for the success of many businesses and financial managers. This paper investigates and develops the best Time Series models for Naira/USD, Naira/CFA, Naira/WAUA, Naira/RIYAL, Naira/GBP, Naira/EUR, and Naira/Yen exchange rates forecasting. The Box and Jenkins' Auto-Regressive Integrated Moving Average (ARIMA) models give a good description of the fluctuation of Naira against seven major regional and global currencies. These models were evaluated on six performance metrics.
引用
收藏
页码:105 / 111
页数:7
相关论文
共 50 条
  • [2] Nonlinear Time Series and Neural-Network Models of Exchange Rates between the US Dollar and Major Currencies
    Allen, David E.
    McAleer, Michael
    Peiris, Shelton
    Singh, Abhay K.
    [J]. RISKS, 2016, 4 (01)
  • [4] High Order Fuzzy Time Series for Exchange Rates Forecasting
    Abdullah, Lazim
    Taib, Imran
    [J]. 2011 3RD CONFERENCE ON DATA MINING AND OPTIMIZATION (DMO), 2011, : 1 - 5
  • [5] A distance-based fuzzy time series model for exchange rates forecasting
    Leu, Yungho
    Lee, Chien-Pang
    Jou, Yie-Zu
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (04) : 8107 - 8114
  • [6] Dynamic Ridge Polynomial Neural Networks in exchange rates time series forecasting
    Ghazali, Rozaida
    Hussain, Abir Jaafar
    Al-Jumeily, Dhiya
    Merabti, Madjid
    [J]. ADAPTIVE AND NATURAL COMPUTING ALGORITHMS, PT 2, 2007, 4432 : 123 - +
  • [7] Forecasting exchange rates in transition economies: A comparison of multivariate time series models
    Cuaresma J.C.
    Hlouskova J.
    [J]. Empirical Economics, 2004, 29 (4) : 787 - 801
  • [8] SOME TECHNICAL IMPLICATIONS OF PEGGING EXCHANGE-RATES AGAINST A BASKET OF CURRENCIES
    BAER, GD
    [J]. ECONOMIST, 1979, 127 (03): : 371 - 398
  • [9] FORECASTING EXCHANGE RATE: A TIME SERIES ANALYSIS
    Alsaleh, Mohammed Ahmed Ali
    Al-Kandary, Ahmad Mohamad
    [J]. ADVANCES AND APPLICATIONS IN STATISTICS, 2010, 16 (02) : 191 - 199
  • [10] Fractional Brownian dynamics in naira/dollar foreign exchange rates
    Ayadi, Olusegun Felix
    [J]. WORLD JOURNAL OF ENTREPRENEURSHIP MANAGEMENT AND SUSTAINABLE DEVELOPMENT, 2013, 9 (2-3) : 191 - 203