Kwara State University
Saidat Olaniran
Designation: Lecturer II
Department: Statistics and Mathematical Sciences
| My Publications | ||||||||
|---|---|---|---|---|---|---|---|---|
| S/N | Title | Abstract | Authors | Volume Numbers | Publication Type | Publication Date | Link | |
| 1 | Bayesian Regularized Neural Network for Forecasting Naira-USD Exchange Rate |
The Artificial Neural Network Autoregressive Model (ANN-MR) is a recently adopted approach for forecasting Naira to USD exchange rate. The Bayesian Regularized Neural Network (BRNN) is an alternative to Artificial Neural Network Autoregressive Model (ANN-MR) based on probabilistic interpretation of network weights. It is useful for solving overfitting problems inherent in ANN when large historic data are not available. In this paper, we developed a BRNN for modeling the monthly time series data of Naira to USD for four years. | Olaniran, O.R., Olaniran, S.F., Popoola, J. | Vol 457 | Springer | 2022-05-04 | https://link.springer.com/chapter/10.1007/978-3-031-00828-3_21 | |