A multiplicative Holt–Winters model and autoregressive moving-average for hyponatremia mortality rates

A multiplicative Holt–Winters model and autoregressive moving-average for hyponatremia mortality rates

This study presents the effective utilization of data analysis in efficiently managing medical resources — a crucial factor in ensuring high-quality healthcare delivery and positive patient outcomes. We employ a multiplicative Holt-Winters model and a linear model with an autoregressive moving-avera...

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Bibliographic Details
Main Authors: Qin Shao, Abdulaziz Aldhafeeri, Shuhao Qiu, Sadik Khuder
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Healthcare Analytics
Subjects:
Hyponatremia mortality rate
Trend
Seasonal component
Multiplicative Holt–Winters models
Autoregressive moving-average models
Time series forecast intervals
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442523001296

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http://www.sciencedirect.com/science/article/pii/S2772442523001296

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