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Forecasting Foreign Direct Investment Inflow to Egypt and Determinates: Using Machine Learning Algorithms and ARIMA Model

Authors :
Abd El-Aal, Mohamed F.
Algarni, Ali
Fayomi, Aisha
Abdul Rahman, RAahayu
Alrashidi, Khudir
Source :
Journal of Advanced Transportation. December 6, 2021, Vol. 2021
Publication Year :
2021

Abstract

This study aims to determine the primary determination of FDI inflow to Egypt using machine learning algorithms and the ARIMA model and get an accurate prediction of FDI inflow to Egypt during the current decade (2020-2030) and approved that the gradient boosting model is the most accurate algorithms. Also, we find stability in economic indicators in Egypt during the current decade using the ARIMA model. The last step approved that the primary determinant of FDI inflow to Egypt is the Human Development Index, followed by population size, gross domestic product per capita, lending rate, and gross domestic product value.<br />Author(s): Mohamed F. Abd El-Aal (corresponding author) [1]; Ali Algarni (corresponding author) [2]; Aisha Fayomi [3]; RAahayu Abdul Rahman [4]; Khudir Alrashidi [5] 1. Introduction Developed and developing countries seek [...]

Details

Language :
English
ISSN :
01976729
Volume :
2021
Database :
Gale General OneFile
Journal :
Journal of Advanced Transportation
Publication Type :
Academic Journal
Accession number :
edsgcl.696962853
Full Text :
https://doi.org/10.1155/2021/9614101