Cargando…

Application of exponential smoothing method and SARIMA model in predicting the number of admissions in a third-class hospital in Zhejiang Province

OBJECTIVE: To establish the exponential smoothing prediction model and SARIMA model to predict the number of inpatients in a third-class hospital in Zhejiang Province, and evaluate the prediction effect of the two models, and select the best number prediction model. METHODS: The data of hospital adm...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yang, Wanjun, Su, Aonan, Ding, Liping
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2023
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10664683/ https://www.ncbi.nlm.nih.gov/pubmed/37993836 http://dx.doi.org/10.1186/s12889-023-17218-x

Ejemplares similares

Modeling the number of unemployed in South Sumatra Province using the exponential smoothing methods
por: Gustriansyah, Rendra, et al.
Publicado: (2022)

Performance of HIV detection in Zhejiang province in China: The Pareto principle at work
por: Zhang, Jiafeng, et al.
Publicado: (2021)

Analysis and predication of tuberculosis registration rates in Henan Province, China: an exponential smoothing model study
por: Zhang, Yan-Qiu, et al.
Publicado: (2020)

A Combined Model of SARIMA and Prophet Models in Forecasting AIDS Incidence in Henan Province, China
por: Luo, Zixiao, et al.
Publicado: (2022)

A spatial analysis of the epidemiology of HIV-infected students in Zhejiang province, China
por: Chen, Wanjun, et al.
Publicado: (2021)

Application of problem based learning (PBL) and case based learning (CBL) in the teaching of international classification of diseases encoding
por: Yang, Wanjun, et al.
Publicado: (2023)

The analysis of the genotype of Sapovirus outbreaks in Zhejiang Province
por: Su, Lingxuan, et al.
Publicado: (2023)

Prediction of reported monthly incidence of hepatitis B in Hainan Province of China based on SARIMA-BPNN model
por: Fang, Kang, et al.
Publicado: (2023)

Towards malaria elimination: analysis of travel history and case forecasting using the SARIMA model in Limpopo Province
por: Oyegoke, Olukunle O., et al.
Publicado: (2023)

The first 90: Progress in HIV detection in Zhejiang Province, 2008–2018
por: Chen, Lin, et al.
Publicado: (2021)

Forecasting COVID-19 Case Trends Using SARIMA Models during the Third Wave of COVID-19 in Malaysia
por: Tan, Cia Vei, et al.
Publicado: (2022)

Analysis of homosexual behavior characteristics and influencing factors of male college students in Zhejiang Province
por: Yang, Zhongrong, et al.
Publicado: (2021)

Study on the prediction effect of a combined model of SARIMA and LSTM based on SSA for influenza in Shanxi Province, China
por: Zhao, Zhiyang, et al.
Publicado: (2023)

Analysis of factors influencing casual sexual behavior among male college students in Zhejiang Province, China
por: Yang, Zhongrong, et al.
Publicado: (2021)

Forecasting with exponential smoothing: the state space approach
por: Hyndman, Rob J, et al.
Publicado: (2008)

An Advanced Data-Driven Hybrid Model of SARIMA-NNNAR for Tuberculosis Incidence Time Series Forecasting in Qinghai Province, China
por: Wang, Yongbin, et al.
Publicado: (2020)

Forecasting the incidence of mumps in Chongqing based on a SARIMA model
por: Qiu, Hongfang, et al.
Publicado: (2021)

The research of SARIMA model for prediction of hepatitis B in mainland China
por: Zhao, Daren, et al.
Publicado: (2022)

Tobacco Knowledge among Adults in Zhejiang Province, China
por: Xu, Yue, et al.
Publicado: (2013)

Malaria in Zhejiang Province, China, from 2005 to 2014
por: Chen, Hualiang, et al.
Publicado: (2015)

Epidemiological profile of dengue in Zhejiang Province, southeast China
por: Ren, Jiangping, et al.
Publicado: (2018)

Chikungunya Fever Outbreak, Zhejiang Province, China, 2017
por: Pan, Junhang, et al.
Publicado: (2019)

Acute Flaccid Myelitis in Children in Zhejiang Province, China
por: Gong, Liming, et al.
Publicado: (2020)

Exponential sums over Mersenne Numbers
por: Banks, W D, et al.
Publicado: (2002)

Forecasting the monthly incidence of scarlet fever in Chongqing, China using the SARIMA model
por: Wu, W. W., et al.
Publicado: (2022)

SARIMA model-based forecasting required number of COVID-19 vaccines globally and empirical analysis of peoples’ view towards the vaccines
por: Malki, Amer, et al.
Publicado: (2022)

Forecasting the Incidence of Mumps in Zibo City Based on a SARIMA Model
por: Xu, Qinqin, et al.
Publicado: (2017)

A prediction method of fire frequency: Based on the optimization of SARIMA model
por: Ma, Shuqi, et al.
Publicado: (2021)

SARIMA and ARDL models for predicting leptospirosis in Anuradhapura district Sri Lanka
por: Warnasekara, Janith, et al.
Publicado: (2022)

Analysis of Epidemiological Characteristics of Scarlet Fever in Zhejiang Province, China, 2004–2018
por: Lu, Qinbao, et al.
Publicado: (2019)

Factors Associated with HIV Testing among Male Students Who Have Engaged in Sexual Behaviour in Zhejiang Province, China
por: Yang, Zhongrong, et al.
Publicado: (2023)

Analysis of Multiple Sexual Partners among 2665 Male College Students Who Have Sexual Behaviour in Zhejiang Province, China
por: Yang, Zhongrong, et al.
Publicado: (2022)

Drug-Resistant Tuberculosis in Zhejiang Province, China, 1999–2008
por: Wang, Xiaomeng, et al.
Publicado: (2012)

Environmental Consequences of Rapid Urbanization in Zhejiang Province, East China
por: Yang, Xuchao, et al.
Publicado: (2014)

Rickettsia japonica Infections in Humans, Zhejiang Province, China, 2015
por: Lu, Qunying, et al.
Publicado: (2018)

Availability, prices and affordability of essential medicines in Zhejiang Province, China
por: Dong, Zuojun, et al.
Publicado: (2020)

Field evaluation of two mosquito traps in Zhejiang Province, China
por: Hou, Juan, et al.
Publicado: (2021)

Predictive Equations for Adult Pulmonary Function in Zhejiang Province, China
por: Dong, Li, et al.
Publicado: (2022)

Epidemiology of Indigenous Dengue Cases in Zhejiang Province, Southeast China
por: Ren, Jiangping, et al.
Publicado: (2022)

Epidemiological Characteristics and Economic Burden of Dengue in Zhejiang Province, China
por: Yu, Yi, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_f9bo1054b114078fknlhvfb1dg