Applications of time series analysis in epidemiology: Literature review and our experience during COVID-19 pandemic

doi:10.12998/wjcc.v11.i29.6974

Advanced Search

BPG is committed to discovery and dissemination of knowledge

Home / Archive / Volume 11, Issue 29

This Article

Academic Content and Language Evaluation of This Article

CrossCheck and Google Search of This Article

Academic Rules and Norms of This Article

Citation of this article

Corresponding Author of This Article

Research Domain of This Article

Article-Type of This Article

Open-Access Policy of This Article

Times Cited Counts in Google of This Article

Number of Hits and Downloads for This Article

Total Article Views (1897)

All Articles published online

The chart showing PDF series, WORD series, HTML series, Figures (1-2) series, Tables (1-2) series.

Item

Count

PDF

101

WORD

HTML

1144

Figures (1-2)

152

Tables (1-2)

153

Sum=1565

Publishing Process of This Article

The chart showing Browse series, Download series.

Item

Count

Browse

Download

171

Sum=257

Oct 16, 2023 (publication date) through Jun 8, 2024

Times Cited of This Article

Times Cited (0)

Journal Information of This Article

Publication Name

World Journal of Clinical Cases

ISSN

2307-8960

Publisher of This Article

Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA

Minireviews

World J Clin Cases. Oct 16, 2023; 11(29): 6974-6983
Published online Oct 16, 2023. doi: 10.12998/wjcc.v11.i29.6974

Table 2 Regression models with Auto-Regressive Integrated Moving Average (0, 1, 1) errors-Model I-overall mortality and coronavirus disease 2019

Coefficient	Estimate	Standard error
Cases L1	0.0348	0.0103
Cases L2	0.0394	0.0105
Variants L1	106.4794	134.3759
Variants L2	96.3354	134.5631
MA1	0.2594	0.1100
R²	0.953
RMSE	188.83
Bias	-2.632
MAPE	0.152

RMSE: Root mean square error; MAPE: Mean absolute percentage error.

Citation: Tomov L, Chervenkov L, Miteva DG, Batselova H, Velikova T. Applications of time series analysis in epidemiology: Literature review and our experience during COVID-19 pandemic. World J Clin Cases 2023; 11(29): 6974-6983
URL: https://www.wjgnet.com/2307-8960/full/v11/i29/6974.htm
DOI: https://dx.doi.org/10.12998/wjcc.v11.i29.6974