A fusion of machine learning algorithms and traditional statistical forecasting models for analyzing American healthcare expenditure

A fusion of machine learning algorithms and traditional statistical forecasting models for analyzing American healthcare expenditure

The American healthcare system allocates considerable resources compared to peer-developed nations. However, outcomes significantly trail behind, particularly in life expectancy. This study addresses questions about the enduring trends in healthcare spending as a percentage of Gross Domestic Product...

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Bibliographic Details
Main Authors: John Wang, Zhaoqiong Qin, Jeffrey Hsu, Bin Zhou
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Healthcare Analytics
Subjects:
Healthcare analytics
Random forest
Support vector machine
Support vector regression
AutoRegressive integrated moving average
Healthcare expenditure
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442524000145

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http://www.sciencedirect.com/science/article/pii/S2772442524000145

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