A comparative analysis of traditional SARIMA and machine learning models for CPI data modelling in Pakistan
Background. In economic theory, a steady consumer price index (CPI) and its associated
low inflation rate (IR) are very much preferred to a volatile one. CPI is considered a major …
low inflation rate (IR) are very much preferred to a volatile one. CPI is considered a major …
Forecasting Monthly Inflation in Bangladesh: A Seasonal Autoregressive Moving Average (SARIMA) Approach
The objective of this study is to forecast the trend of inflation in Bangladesh by utilizing past
inflation data. To achieve this objective, we employed the Seasonal Autoregressive …
inflation data. To achieve this objective, we employed the Seasonal Autoregressive …
Modeling and Forecasting of Consumer Price Index of Foods and Non-Alcoholic Beverages in Kenya Using Autoregressive Integrated Moving Average Models
MM Chege - Open Journal of Statistics, 2024 - scirp.org
Food and non-alcoholic beverages are highly important for individuals to continue staying
alive and living healthy lives. The increase in the prices of food and non-alcoholic …
alive and living healthy lives. The increase in the prices of food and non-alcoholic …
[PDF][PDF] Analysis and Forecasting of Consumer Price Index (CPI) in Kenya and South Africa using Holt Winter Model
JK Njenga - Asian Journal of Economics, Business and Accounting, 2024 - hal.science
ABSTRACT In this paper, Holt-Winters exponential smoothing approach is applied to model
and forecast monthly CPI in Kenya and South Africa. Monthly data from January 2000 to …
and forecast monthly CPI in Kenya and South Africa. Monthly data from January 2000 to …
[PDF][PDF] MODELING AND FORECASTING INFLATION IN NIGERIA: A TIME SERIES REGRESSION WITH ARIMA METHOD
EK Guobadia, PO Omoruyi, PN Izuogu… - Sustainable …, 2023 - academia.edu
This study uses time series regression with autoregressive integrated moving average (ARIMA)
modeling to establish am Page 1 African Journal of Economics and Sustainable Development …
modeling to establish am Page 1 African Journal of Economics and Sustainable Development …
Impact of Consumer Price Index (CPI) and Inflation on GDP: Evidence from Bangladesh
MS Hossain, MM Hossain… - Asian Journal For …, 2024 - asianssr.org
The study examines the impact of the Consumer Price Index (CPI) and Inflation on the Gross
Domestic Product (GDP) of Bangladesh during 2006-2007 to 2021-2022. The research …
Domestic Product (GDP) of Bangladesh during 2006-2007 to 2021-2022. The research …
[PDF][PDF] APPLICATION OF ARIMA ON INFLATION RATE IN PAKISTAN
Z Iqbal, AR Malik - “All papers published in the PROCEEDINGS …, 2021 - researchgate.net
Major purposes of present study were to apply ARIMA model for forecasting inflation rate in
Pakistan. Annual data from 1970 to 2017 has been analyzed. Data were taken from World …
Pakistan. Annual data from 1970 to 2017 has been analyzed. Data were taken from World …