Using Regression Model to Study the Significant Differences in the Number of Covid-19 Infections
DOI:
https://doi.org/10.31642/JoKMC/2018/110109%20Keywords:
Regression, Multiple Regressions, Correlation, Factorial Experiments, Covid-19.Abstract
Multiple linear regression modeling was used to analyze Covid-19 data, which represents the number of infections in Iraq for the year 2019, in order to find occupational discrepancies between the dependent variable (age) and the independent factors under discussion. This was carried out in addition to the correlation value. Following statistical analysis, a significant correlation was discovered between the independent factors and the dependent variable, age. The age dependent variable and the research's independent variables are evidently different from one another in a substantial degree, as indicated by the analysis of variance table. This is in addition to comparing the number of infections between boys and females for each of the study's variables (blood pressure, oxygen rate, sugar rate, and D-Dimer), and we discovered that there are no appreciable variations in the quantity of infections between males and females based on the factorial experiment analysis.
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N. Alwahaibi, M. Al Maskari1, B. Al Dhahli, H. Al Issaei and S. Al Bahlani, “A review of the prevalence of COVID-19 in the Arab world ‘. The journal of infection developing countries, Vol. 14, No.11, pp:1238-1245, 2020.
Harrell, F. E. "Regression modeling strategies: With applications to linear models, logistic regression, and survival analysis," Springer-Verlag, New York, 2001.
Hinshaw D, McKay B (26 February 2021). "In Hunt for Covid-19 Origin, Patient Zero Points to Second Wuhan Market – The man with the first confirmed infection of the new coronavirus told the Who team that his parents had shopped there". The Wall Street Journal. Retrieved 27 February 2021.
H. S. Alkutubi , N. Akma, and N. K. Yaseen, “On Statistical Analysis of Cancer Tumors in Tikrit Hospital”. European Journal of Scientific Research, Vol.35, No.1, pp 106-120. 2009.
H. S. Alkutubi, “On Randomized Complete Block Design” . International Journal of Sciences: Basic and Applied Research (IJSBAR), Vol. 53, No 2, pp 230-243. 2020.
H. S. Alkutubi , R. Abod, and O. Jabber, “Statistical Analysis of the Number of Infections with Corona Virus in Some Arab Countries Using the Method of Least Significant Difference”. Journal of Kufa for Mathematics and Computer, Vol.9, No.2, pp 38-52. 2022.
H. S. Alkutubi , “A Statistical Study on The Significant Differences in The Number of Infections with The Corona Virus for Some Arab Countries Based on The Tukey Test and The Scheffe Test”. Journal of Kufa for Mathematics and Computer, Vol.9, No.2, pp 53-62. 2022.
Kafle, S. C. (2019). Correlation and regression analysis using SPSS. Management, Technology & Social Sciences, 126.
R. Bonyan , A. Al-Karasneh, F. El-Dahiyat and A. Jairoun, Identification of the awareness level by the public of Arab countries toward COVID-19: cross-sectional study following an outbreak”. Journal of Pharmaceutical Policy and Practice. Vol. 13, No.43. 2020.
Shi, R., & Conrad, S. A. (2009). Correlation and regression analysis. Annals of Allergy, Asthma & Immunology, 103(4), S35-S41.
S. G. Al-Muhanna , I. A. Al-Kraety and S. R. Banoon ,”Statistical Analysis of COVID-19 infections according to the gender and age in Najaf Province, Iraq”. Bionatura, latin American Journal of Biotechnology and Life Science. Vol. 7, No. 2. 2022.
S. Hosseini and R. Jahromi, “COVID 19 pandemic in the Middle East countries: coronavirus seeking behavior versus coronavirus related publications”. Scientometrics, Vol. 126, pp:7503–7523, 2021.
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Copyright (c) 2024 Noor Sabah Murad, Hadeel Saleem Alkutubi , Nabaa Mohammed Al Shamary
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