Abstract
This study is mainly concerned with applying a fractional approach on the telecommunication sector in Turkey. We propose a model by using the fractional calculus and least squares method. This model aims to provide better performance for mathematical modelling of the discrete data. In the proposed model, firstly, the dataset is modelled with our previously developed fractional approach. Then, for better modelling, the same method is also utilized for error which is the difference between the dataset and the values found by the fractional approach model. By doing so, two layers' fractional approach gives better results than the Polynomial and previously developed Fractional Model. In this research, the fractional approach models are applied for mathematically modelling of the dataset. The dataset consists of the three different variables which are Gross Domestic Product (GDP) per capita of Turkey, average revenue per user (ARPU) of the mobile operators in Turkey, and special communication tax (CT) in Turkey. The dataset consists of the quarterly values of the variables with respect to years between 2011-2018. The correlation between the variables was examined. According to the results, we obtained the best modelling performance with the proposed model.
Original language | English |
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Title of host publication | 2021 Asia-Pacific Conference on Applied Mathematics and Statistics |
Editors | Carlo Cattani |
Publisher | American Institute of Physics Inc. |
ISBN (Electronic) | 9780735443396 |
DOIs | |
Publication status | Published - 16 Jun 2022 |
Event | 2021 Asia-Pacific Conference on Applied Mathematics and Statistics, AMS 2021 - Chiangmai, Virtual, Thailand Duration: 20 Feb 2021 → 22 Feb 2021 |
Publication series
Name | AIP Conference Proceedings |
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Volume | 2471 |
ISSN (Print) | 0094-243X |
ISSN (Electronic) | 1551-7616 |
Conference
Conference | 2021 Asia-Pacific Conference on Applied Mathematics and Statistics, AMS 2021 |
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Country/Territory | Thailand |
City | Chiangmai, Virtual |
Period | 20/02/21 → 22/02/21 |
Bibliographical note
Publisher Copyright:© 2022 Author(s).