Modified Autoregressive Model of Stationarity and Non-Stationarity Test of Inflationationary Data in Nigeria

This study examines the stationarity and non-stationarity properties of inflationary data in Nigeria using a modified autoregressive model. The analysis utilizes monthly data on selected macroeconomic variables, including Petroleum Motor Spirit (PMS) price, diesel price, kerosene price, gas price, and electricity bill, from 2000 to 2020. The Augmented Dickey-Fuller (ADF) test is employed to determine the stationarity of the data. The results indicate that only the price of gas is stationary under the autoregressive model, while the price of PMS is stationary under the modified autoregressive model. The study also finds that the selected macroeconomic variables are normally distributed under both models.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-19
DOI
https://doi.org/10.5281/zenodo.16150871
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Modified Autoregressive Model of Stationarity and Non-Stationarity Test of Inflationationary Data in Nigeria

Zenodo (CERN European Organization for Nuclear Research)
Market Dynamics and Volatility
article

Modified Autoregressive Model of Stationarity and Non-Stationarity Test of Inflationationary Data in Nigeria

article en

Abstract

This study examines the stationarity and non-stationarity properties of inflationary data in Nigeria using a modified autoregressive model. The analysis utilizes monthly data on selected macroeconomic variables, including Petroleum Motor Spirit (PMS) price, diesel price, kerosene price, gas price, and electricity bill, from 2000 to 2020. The Augmented Dickey-Fuller (ADF) test is employed to determine the stationarity of the data. The results indicate that only the price of gas is stationary under the autoregressive model, while the price of PMS is stationary under the modified autoregressive model. The study also finds that the selected macroeconomic variables are normally distributed under both models.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Openalex Percentile: Top 41%
Market Dynamics and Volatility
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.