Covid -19 forecasting using regression analysis
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Keywords

Covid-19
Forecasting
Regression analysis

How to Cite

Lodangi, N., Dr. Vijay Thawani, & Kunda Gharpure. (2020). Covid -19 forecasting using regression analysis. VIMS Health Science Journal , 7(3), 89-93. https://doi.org/10.46858/vimshsj.7307

Abstract

Covid-19 is a viral infection started in china and became pandemic by spreading all over the world. The goal of the study is to forecast the number of confirmed, recoevered, active and deaths of  covid19 cases in India by December 2020 through regression analysis.  According to our study the confirmed cases may raise to 43,67,580, and the active cases may rise  to 14,32,583 and deaths may rise  to 86,530 by 31 December of 2020

https://doi.org/10.46858/vimshsj.7307
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References

World Health Organization. WHO Coronavirus Disease (COVID-19) Dashboard. WHO. Available from https://covid19.who.int/table. Accessed on 2 August 2020.

Covid19india.org. spread trends. Cumulative data of India. Covid19india.org. available from https://www.covid19india.org/. Accessed on 2 August 2020.

Nagakrishna L, Thawani V, Sahu R. Hydroxychloroquine in covid19. The Antiseptic, May 2020: 117(5); 16 – 17.

Ministry of Health and Family Welfare, Government of India. Role of frontline workers in prevention and management of corona virus. vailable from https://www.mohfw.gov.in/pdf/PreventionandManagementofCOVID19FLWEnglish.pdf. Accessed on 2 August 2020.

Unkel S, Farrington PC, Garthwaite PH, Robertson C, Andrews N. Statistical methods for the prospective detection of infectious disease outbreaks: A review. Available from http://www.mathematics.open.ac.uk/mct-ms/sites/open.ac.uk.mct-ms/files/stats_tech_reports/2010/OutbreakReviewPaper.pdf. Accessed on 5 August 2020.

Funk S, Camacho A, Kucharski AJ, Lowe R, Eggo RM, Edmund WJ. Assessing the performance of real-time epidemic forecasts: A case study of Ebola in the Western Area region of Sierra Leone, 2014-15. PLoSComputBiol 15(2).

Lutz CS, Huynh MP, Schroeder M, Anyatonwu S, DahlgrenFS, Danyluk Get al. Applying infectious disease forecasting to public health: a path forward using influenza forecasting examples. BMC Public Health 19, 1659 (2019).

Investopedia. Forecasting. Available from: https://www.investopedia.com/terms/f/forecasting.asp. Accessed on 7th August 2020.

Chambers JC, Mullick SK, Smith DD. How to choose the right forecasting technique. Harvard Business Review. Available from: https://hbr.org/1971/07/how-to-choose-the-right-forecasting-technique. Accessed on 7 August 2020.

Gallo A. A refresher on regression analysis. Harvard Business Review. Available from: https://hbr.org/2015/11/a-refresher-on-regression-analysis. Accessed on 10 August 2020.

Statisticshowto.com. Regression Analysis: Step by step articles, videos, simple definitions. Statisticshowto.com. Available from: https://www.statisticshowto.com/probability-and-statistics/regression-analysis/. Accessed on 10 August 2020.

Department of Health. Confidence Intervals - Statistics Teaching Tools. Department of Health. Available from: https://www.health.ny.gov/diseases/chronic/confint.htm. Accessed on 10 August 2020.

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