Forecasting gross domestic product (GDP) and GDP growth: an exploration of improved prediction using machine learning algorithms

Azibaev Akhmadkhon Gulomjon ugli

Қўқон университети хабарномаси · 2023-yil

Annotatsiya

This article explores the significance of Gross Domestic Product (GDP) and GDP growth, the importance of accurate forecasting, and the role of machine learning algorithms in improving prediction accuracy. It reviews several studies that highlight the effectiveness of machine learning algorithms, such as random forest regression, linear regression, and autoregressive integrated moving average (ARIMA), in GDP forecasting. These algorithms analyze data, identify patterns, and make accurate forecasts, contributing to enhanced decision-making in economic analysis and planning.

Maqola ma’lumotlari
MualliflarAzibaev Akhmadkhon Gulomjon ugli
JurnalҚўқон университети хабарномаси
NashriyotҚўқон университети
ISSN2181-1695
Nashr sanasi2023-06-21
Betlar9-14
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Gross Domestic Product (GDP), GDP growth, machine learning algorithms, random forest regression, linear regression, autoregressive integrated moving average (ARIMA), forecasting, economic analysis, decision-making.

Ilmiy soha

Texnika

Iqtibos keltirish

APAAzibaev Akhmadkhon Gulomjon ugli (2023). FORECASTING GROSS DOMESTIC PRODUCT (GDP) AND GDP GROWTH: AN EXPLORATION OF IMPROVED PREDICTION USING MACHINE LEARNING ALGORITHMS. Қўқон университети хабарномаси, 9-14. https://www.herald.kokanduni.uz/index.php/public_html/article/view/277
GOST (OAK)Azibaev Akhmadkhon Gulomjon ugli FORECASTING GROSS DOMESTIC PRODUCT (GDP) AND GDP GROWTH: AN EXPLORATION OF IMPROVED PREDICTION USING MACHINE LEARNING ALGORITHMS // Қўқон университети хабарномаси. – 2023. – P. 9-14.
MLAAzibaev Akhmadkhon Gulomjon ugli. “FORECASTING GROSS DOMESTIC PRODUCT (GDP) AND GDP GROWTH: AN EXPLORATION OF IMPROVED PREDICTION USING MACHINE LEARNING ALGORITHMS.” Қўқон университети хабарномаси, 9-14, 2023. https://www.herald.kokanduni.uz/index.php/public_html/article/view/277
ChicagoAzibaev Akhmadkhon Gulomjon ugli. “FORECASTING GROSS DOMESTIC PRODUCT (GDP) AND GDP GROWTH: AN EXPLORATION OF IMPROVED PREDICTION USING MACHINE LEARNING ALGORITHMS.” Қўқон университети хабарномаси, 9-14 (2023). https://www.herald.kokanduni.uz/index.php/public_html/article/view/277
HarvardAzibaev Akhmadkhon Gulomjon ugli (2023) ‘FORECASTING GROSS DOMESTIC PRODUCT (GDP) AND GDP GROWTH: AN EXPLORATION OF IMPROVED PREDICTION USING MACHINE LEARNING ALGORITHMS’, Қўқон университети хабарномаси, 9-14. https://www.herald.kokanduni.uz/index.php/public_html/article/view/277
BibTeX
@article{azibaevakhmadkhongulomjonugli2023,
  title = {FORECASTING GROSS DOMESTIC PRODUCT (GDP) AND GDP GROWTH: AN EXPLORATION OF IMPROVED PREDICTION USING MACHINE LEARNING ALGORITHMS},
  author = {Azibaev Akhmadkhon Gulomjon ugli},
  journal = {Қўқон университети хабарномаси},
  year = {2023},
  pages = {9-14},
  url = {https://www.herald.kokanduni.uz/index.php/public_html/article/view/277}
}

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