ABSTRACT:
This paper is based on analyze the effect of vaccination variable on the statistical modelling. In Covid-19 pandemic, prediction models gave a path for precaution of pandemic. Models developed on the running time of Covid-19, so models didn’t have sufficient data for predictions. When vaccination process starts most of the prediction are been weaker or provide inconsiderable results. This paper use regression modelling with mainly independent variable vaccination and dependent variable Covid-19 deaths. We find that the model prediction is batter when vaccination data are included in the base set data. We use R2 and graph to determine the performance measures that fit the COVID-19 new deaths. The fitted graph is also show that the vaccination variable gives support for better prediction.
Cite this article:
Pranjal Kaser (2025) Effect of vaccination on predictive model of Covid-19 in Chhattisgarh. NewBioWorld A Journal of Alumni Association of Biotechnology, 7(2):1-3.DOI: https://doi.org/10.52228/NBW-JAAB.2025-7-2-1
Alka Kaushik, S.K. Jadhav (2022)
Efficiency of food waste as fuel source in Microbial Fuel Cell: A review.
NewBioWorld A Journal of Alumni Association of Biotechnology, 4(2):31-35. DOI: https://doi.org/10.52228/NBW-JAAB.2022-4-2-6.
B. G. Marin, G. Aghagoli, L.
Katya, L. Yang, (2021), “Predictors of COVID-19 severity: A literature review”,
Rev Med Virol, Vol-31, issue-1, PP. 1-10.
Dhruba Das, H. Saikia, D. Bora,
D. Bhattacharjee, J. Das, (2022), “A survival analysis approach for identifying
the risk factors in time to recovery of COVID- 19 patients using Cox
proportional hazard model”. Decision Analytics Journal, vol-5, 100137.
https://covidtracking.in/coronavirus-cases/chhattisgarh
Huppert A, Katriel G. (2013),
“Mathematical modelling and prediction in infectious disease epidemiology”,
Clinical Microbiology Infect, Vol-12, issue-2, PP. 142-156. https://doi.org/10.1111/1469-0691.12308.
Joseph I. K., N. O. Nweze, Alhaji
Ismaila Sulaiman, A. Z. Loko, (2020), “Comparative Model Profiles of Covid-19
Occurrence In Nigeria” International Journal of Mathematics Trends and
Technology (IJMTT) – Vol-66, Issue-6, PP. 297-310.
Krishna Kumar Verma, Shristi Soni, Pratiksha Pandey,
Varsha Sahu, Sumit Kumar Dubey, Neha Behar (2023) Comparative Evaluation of In
Vitro Antimicrobial Efficacy of different Species of Curcuma against Human
Pathogenic Bacteria. NewBioWorld A Journal of Alumni Association of
Biotechnology,5(1):20-23.DOI: https://doi.org/10.52228/NBW-JAAB.2023-5-1-4.
Nisha Gupta, Esmil Beliya, Shubhra Tiwari, Jai Shankar
Paul, Shailesh Kumar Jadhav (2021). Combating SARS-CoV-2 and other Infectious
Diseases with Enhanced Immunity by Herbs and Spices, and Preventing its
Community Transfer via Ancient Indian Traditions and Culture. NewBioWorld A
Journal of Alumni Association of Biotechnology, 3(2):13-21.DOI: https://doi.org/10.52228/NBW-JAAB.2021-3-2-5.