<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The aim of this study was to test the effectiveness of an econometric model with dichotomous (binary) explanatory variables in the approximation and prediction of different kinds of cyclicality (annual, monthly, weekly, and daily) of demand for telephone services. The analyses were conducted with the use of data provided by the selected telecommunication network operator. The data included hourly combined demand for specified telephone services (in seconds) of outgoing calls within the framework of the particular subscriber group (business or individual), the given day, the particular month, and the specific category of connection. All kinds of the cyclicality were confirmed in models with 70 explanatory variables (i.e. in models without holidays). The inclusion of the variables set denoting specific holidays improved goodness of the models fit to the data. The econometric modelling of cyclical components and the forecasting of it with the use of dichotomous variables was effective.</p>
</abstract>

The aim of this study was to test the effectiveness of an econometric model with dichotomous (binary) explanatory variables in the approximation and prediction of different kinds of cyclicality (annual, monthly, weekly, and daily) of demand for telephone services. The analyses were conducted with the use of data provided by the selected telecommunication network operator. The data included hourly combined demand for specified telephone services (in seconds) of outgoing calls within the framework of the particular subscriber group (business or individual), the given day, the particular month, and the specific category of connection. All kinds of the cyclicality were confirmed in models with 70 explanatory variables (i.e. in models without holidays). The inclusion of the variables set denoting specific holidays improved goodness of the models fit to the data. The econometric modelling of cyclical components and the forecasting of it with the use of dichotomous variables was effective.

Econometric Modelling of Compound Cyclicality of using Telecommunication Services

Econometrics

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

The aim of this study was to test the effectiveness of an econometric model with dichotomous (binary) explanatory variables in the approximation and prediction...

Econometric Modelling of Compound Cyclicality of using Telecommunication Services

Pubblicato online: 20 lug 2021

Pagine: 27 - 45

DOI: https://doi.org/10.15611/eada.2021.2.03

Parole chiave
cyclical components, Decision Support System, Prediction System, short-term forecasting

© 2021 Paweł Kaczmarczyk, published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Econometric Modelling of Compound Cyclicality of using Telecommunication Services

Pubblicato online: 20 lug 2021

Pagine: 27 - 45

DOI: https://doi.org/10.15611/eada.2021.2.03

Parole chiavecyclical components, Decision Support System, Prediction System, short-term forecasting

© 2021 Paweł Kaczmarczyk, published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Parole chiave
cyclical components, Decision Support System, Prediction System, short-term forecasting