International Journal of Development and Economic Sustainability (IJDES)

EA Journals

MODELING NIGERIA’S CONSUMER PRICE INDEX USING ARIMA MODEL

Abstract

This paper fit a time series model to the consumer price index (CPI) in Nigeria’s Inflation rate between 1980 and 2010 and provided five years forecast for the expected CPI in Nigeria. The Box-Jenkins Autoregressive Integrated Moving Average (ARIMA) models was estimated and the best fitting ARIMA model was used to obtain the post-sample forecasts. It was discovered that the best fitted model is ARIMA (1, 2, 1), Normalized Bayesian Information Criteria (BIC) was 3.788, stationary R2 = 0.767 and Maximum likelihood estimate of 45.911. The model was further validated by Ljung-Box test (Q = 19.105 and p>.01) with no significant autocorrelation between residuals at different lag times. Finally, the five years forecast was made, which showed an average increment of about 2.4% between 2011 and 2015 with the highest CPI being estimated as 279.90 in the 4th quarter of the year 2015.

Keywords: ACF, ARIMA, Box and Jenkins, CBN, CPI, PACF

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This work by European American Journals is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 Unported License

 

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Email ID: editor.ijdes@ea-journals.org
Impact Factor: 7.72
Print ISSN: 2053-2199
Online ISSN: 2053-2202
DOI: https://doi.org/10.37745/ijdes.13

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