Analysis and Simulation of a Simplified Neural Network Model for Price Prediction in a Relation to the Inflationary Trend in Nigeria Markets
1 Department of Mathematics, Federal University Lokoja
2 Department Of Mathematics, Federal University Lokoja, Kogi State, Nigeria
* Corresponding author: momohsheidu23@gmail.com
2 Department Of Mathematics, Federal University Lokoja, Kogi State, Nigeria
* Corresponding author: momohsheidu23@gmail.com
Abstract
This paper provides the concept of neural network model for price
prediction is and what it can be used for as well as to solve a real
data classification problem using the methods of Artificial Neural
Network (ANN). However, in the application of ANN for predict
ing the financial market, the use of technical analysis variables for
price prediction is predominant. In this study, it was shown that
the Nigerian market is not efficient but chaotic. The simulation
results and price forecast show that it is possible to consistently
earn good return on investments on the Nigerian market using
private information from an Artificial Neural Network indicator.
Keywords
Neural Network
Model
Prediction
Sample
Market
How to Cite
Momoh, S. O., Edogbanya, H. O., & Usman, Z. O. (2021). Analysis and Simulation of a Simplified Neural Network Model for Price Prediction in a Relation to the Inflationary Trend in Nigeria Markets. Nigerian Journal of Mathematics and Applications, 31(1), 234−251. https://doi.org/10.67897/njma.2021.eqebxei1
S. O. Momoh, H. O. Edogbanya, and Z. O. Usman, "Analysis and Simulation of a Simplified Neural Network Model for Price Prediction in a Relation to the Inflationary Trend in Nigeria Markets," Nigerian Journal of Mathematics and Applications, vol. 31, no. 1, pp. 234−251, July 2021. doi: 10.67897/njma.2021.eqebxei1