Prediction of acute onset of chronic cor pulmonale: comparative analysis of Holt-Winters exponential smoothing and ARIMA model
The Holt-Winters multiplicative model predicts better accuracy. The diagnosis of acute onset of chronic cor pulmonale is related to many risk factors, therefore, when using temporal models to fit and predict the data, we must consider such factors' influence and try to incorporate them into the models.
Authors
- Jianqin Fu (ORCID: https://orcid.org/0000-0002-1652-7873)
- Nan Wang (ORCID: https://orcid.org/0000-0003-2297-0000)
- Zhen Ran
- Pinxi Wan
- Weiyi Zhuang
Institutions
- Kunming Medical University (CN)
- Kunming Third People's Hospital (CN)
- Yunnan Center for Disease Control And Prevention (CN)
- Yan'an Hospital Affiliated To Kunming Medical University (CN)
Publication Details
- Journal
- BMC Medical Research Methodology
- Published
- 2024-09-13
- DOI
- https://doi.org/10.1186/s12874-024-02325-z
- Citations
- 2
- Primary Topic
- Venous Thromboembolism Diagnosis and Management
- Type
- article
- Field-Weighted Citation Impact
- 1.10