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The consumer price index prediction using machine learning approaches: Evidence from the United States

The consumer price index (CPI) is one of the most important macroeconomic indicators for determining inflation, and accurate predictions of CPI changes are important for a country's economic development. This study uses multivariate linear regression (MLR), support vector regression (SVR), auto...

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Detalles Bibliográficos
Autores principales: Nguyen, Tien-Thinh, Nguyen, Hong-Giang, Lee, Jen-Yao, Wang, Yu-Lin, Tsai, Chien-Shu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10569998/
https://www.ncbi.nlm.nih.gov/pubmed/37842586
http://dx.doi.org/10.1016/j.heliyon.2023.e20730