Computational Statistical Methodologies and Modeling for Artificial Intelligence

6Nowcasting of Selected Imports and Exports of BangladeshComparison among Traditional Time Series Model and Machine Learning Models

Md. Moyazzem Hossain^*1, Faruq Abdulla² and Azizur Rahman³

¹Department of Statistics, Jahangirnagar University, Savar, Dhaka, Bangladesh; School of Mathematics, Statistics and Physics, Newcastle University, Newcastle upon Tyne, UK

²Department of Applied Health and Nutrition, RTM Al-Kabir Technical University, Sylhet, Bangladesh

³School of Computing, Mathematics and Engineering, Charles Sturt University, Wagga Wagga, Australia

* Corresponding Author: [e-mail]

DOI: 10.1201/9781003253051-8

Contents

1. 6.1Introduction
2. 6.2Methodology
   1. 6.2.1Data and Variables
   2. 6.2.2Methods
      1. 6.2.2.1ARIMA Model
      2. 6.2.2.2Artificial ...