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Using artificial intelligence to estimate the kink regression to analyze Gross Domestic Product and consumer budget

    Authors

    • Tahir R. Dikheel
    • Rand Abdalriadha

    University of AL-Qadisiyah

,
10.33916/qjae.2025.Specialissue0100103
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Abstract

One statistical method for examining data with kink points is kink regression. One artificial intelligence technique, differential evolution, was used to analyze the Gross Domestic Product (GDP) and Consumer budget data for the years 1990–2023. The analysis's outcomes were compared using the Broyden-Fletcher-Goldfarb-Shanot algorithm, which revealed that the data from differential evolution produced superior results.

Keywords

  • kink regression
  • Gross Domestic Product
  • Differential Evolution
  • (BFGS)algorithm
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AL-Qadisiyah Journal  For Administrative and Economic sciences
Volume 27, Special
February 2026
Pages 100-103
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  • PDF 617.87 K
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How to cite
  • RIS
  • EndNote
  • Mendeley
  • BibTeX
  • APA
  • MLA
  • HARVARD
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Statistics
  • Article View: 8
  • PDF Download: 14

APA

R. Dikheel, T., & Abdalriadha, R. (2026). Using artificial intelligence to estimate the kink regression to analyze Gross Domestic Product and consumer budget. AL-Qadisiyah Journal For Administrative and Economic sciences, 27(Special), 100-103. doi: 10.33916/qjae.2025.Specialissue0100103

MLA

Tahir R. Dikheel; Rand Abdalriadha. "Using artificial intelligence to estimate the kink regression to analyze Gross Domestic Product and consumer budget". AL-Qadisiyah Journal For Administrative and Economic sciences, 27, Special, 2026, 100-103. doi: 10.33916/qjae.2025.Specialissue0100103

HARVARD

R. Dikheel, T., Abdalriadha, R. (2026). 'Using artificial intelligence to estimate the kink regression to analyze Gross Domestic Product and consumer budget', AL-Qadisiyah Journal For Administrative and Economic sciences, 27(Special), pp. 100-103. doi: 10.33916/qjae.2025.Specialissue0100103

VANCOUVER

R. Dikheel, T., Abdalriadha, R. Using artificial intelligence to estimate the kink regression to analyze Gross Domestic Product and consumer budget. AL-Qadisiyah Journal For Administrative and Economic sciences, 2026; 27(Special): 100-103. doi: 10.33916/qjae.2025.Specialissue0100103

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