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Statistical Analysis of the Dynamics of Coronavirus Cases using Stepwise Switching Regression
The dynamics of coronavirus cases is proposed to be modeled using switching regression whose switching points are unknown. The stepwise process of constructing the regression in time is described. The dynamics of the number of coronavirus cases in Ukraine is analyzed.
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer US
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7686445/ https://www.ncbi.nlm.nih.gov/pubmed/33250627 http://dx.doi.org/10.1007/s10559-020-00314-w |
| _version_ | 1783613328924344320 |
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| author | Knopov, P. S. Korkhin, A. S. |
| author_facet | Knopov, P. S. Korkhin, A. S. |
| author_sort | Knopov, P. S. |
| collection | PubMed |
| description | The dynamics of coronavirus cases is proposed to be modeled using switching regression whose switching points are unknown. The stepwise process of constructing the regression in time is described. The dynamics of the number of coronavirus cases in Ukraine is analyzed. |
| format | Online Article Text |
| id | pubmed-7686445 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2020 |
| publisher | Springer US |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-76864452020-11-25 Statistical Analysis of the Dynamics of Coronavirus Cases using Stepwise Switching Regression Knopov, P. S. Korkhin, A. S. Cybern Syst Anal Article The dynamics of coronavirus cases is proposed to be modeled using switching regression whose switching points are unknown. The stepwise process of constructing the regression in time is described. The dynamics of the number of coronavirus cases in Ukraine is analyzed. Springer US 2020-11-25 2020 /pmc/articles/PMC7686445/ /pubmed/33250627 http://dx.doi.org/10.1007/s10559-020-00314-w Text en © Springer Science+Business Media, LLC, part of Springer Nature 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
| spellingShingle | Article Knopov, P. S. Korkhin, A. S. Statistical Analysis of the Dynamics of Coronavirus Cases using Stepwise Switching Regression |
| title | Statistical Analysis of the Dynamics of Coronavirus Cases using Stepwise Switching Regression |
| title_full | Statistical Analysis of the Dynamics of Coronavirus Cases using Stepwise Switching Regression |
| title_fullStr | Statistical Analysis of the Dynamics of Coronavirus Cases using Stepwise Switching Regression |
| title_full_unstemmed | Statistical Analysis of the Dynamics of Coronavirus Cases using Stepwise Switching Regression |
| title_short | Statistical Analysis of the Dynamics of Coronavirus Cases using Stepwise Switching Regression |
| title_sort | statistical analysis of the dynamics of coronavirus cases using stepwise switching regression |
| topic | Article |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7686445/ https://www.ncbi.nlm.nih.gov/pubmed/33250627 http://dx.doi.org/10.1007/s10559-020-00314-w |
| work_keys_str_mv | AT knopovps statisticalanalysisofthedynamicsofcoronaviruscasesusingstepwiseswitchingregression AT korkhinas statisticalanalysisofthedynamicsofcoronaviruscasesusingstepwiseswitchingregression |