2020
DOI: 10.21511/pmf.08(1).2019.11
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Government debt forecasting based on the Arima model

Abstract: The paper explores theoretical and practical aspects of forecasting the government debt in Ukraine. A visual analysis of changes in the amount of government debt was conducted, which has made it possible to conclude about the deepening of the debt crisis in the country. The autoregressive integrated moving average (ARIMA) is considered as the basic forecasting model; besides, the model work and its diagnostics are estimated. The EViews software package illustrates the procedure for forecasting the Ukrainian go… Show more

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Cited by 14 publications
(6 citation statements)
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“…In order to attain the objective, distributed lag models were used, which allowed the modeling of a country's economic development (according to key indicators) within specific forecast scenarios. Zhuravka et al (2019aZhuravka et al ( , 2019bZhuravka et al ( , 2021aZhuravka et al ( , 2021b) studied public debt dynamics, assessed its sustainability, and forecasted Ukraine's public debt using time series analysis. The authors used econom-ic and mathematical analysis to identify the following: global integration has made both domestic and foreign public debt issues universal.…”
Section: Literature Reviewmentioning
confidence: 99%
“…In order to attain the objective, distributed lag models were used, which allowed the modeling of a country's economic development (according to key indicators) within specific forecast scenarios. Zhuravka et al (2019aZhuravka et al ( , 2019bZhuravka et al ( , 2021aZhuravka et al ( , 2021b) studied public debt dynamics, assessed its sustainability, and forecasted Ukraine's public debt using time series analysis. The authors used econom-ic and mathematical analysis to identify the following: global integration has made both domestic and foreign public debt issues universal.…”
Section: Literature Reviewmentioning
confidence: 99%
“…Many scholars and economists have examined various theoretical aspects and frameworks that underpin the management of external public debt during times of conflict. Classic theories such as the debt overhang hypothesis and the optimal debt threshold theory propose that high levels of debt can hinder economic growth and stability, especially in conflict-ridden regions (Zhuravka et al, 2019;Eddassi, 2020;Gentle, 2021). However, in the context of wartime, these theories may need to be reconsidered due to unique challenges and priorities.…”
Section: Literature Reviewmentioning
confidence: 99%
“…Слід відмітити, що сучасний стан вітчизняного страхового ринку за своїми інституційними та функціональними характеристиками не повною мірою відповідає тенденціям розвитку світового страхового ринку, що стає на заваді процесам фінансової глобалізації та міжнародної інтеграції України [2]. Так, в Україні мало страховиків з обсягом активів, що дозволяють їм формувати свої доходи за рахунок інвестицій.…”
Section: вступunclassified