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), autoregre...

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Detalhes bibliográficos

Principais autores:	Tien-Thinh Nguyen, Hong-Giang Nguyen, Jen-Yao Lee, Yu-Lin Wang, Chien-Shu Tsai
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2023-10-01
coleção:	Heliyon
Assuntos:	Consumer price index Forecasting Multivariate linear regression model Support vector regression model Autoregressive distributed lag model Multivariate adaptive regression splines model
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2405844023079380
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