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International Journal of Frontiers in Sociology, 2020, 2(9); doi: 10.25236/IJFS.2020.020924.

Study on variation of oxygen saturation based on cluster and multiple regression analysis


Yan Liang1,*, Jintao Su1, Xutong Ran2

Corresponding Author:
Yan Liang

1 Institute of Finance, Anhui University of Finance and Economics, Bengbu 233030, China
2 School of international trade and economics, Anhui University of Finance and Economics, Bengbu 233030,China
*Corresponding Author


This paper mainly uses SPSS software to construct clustering and multivariate regression analysis model to study the variation of blood oxygen saturation from five indexes of sex, age, smoking, body mass index and blood oxygen saturation. The variation law of blood oxygen saturation and the use of indicators to describe a person's model method are obtained. Then the biological and medical significance of the characteristics of blood oxygen saturation change is analyzed.


oxygen saturation, cluster analysis, multiple regression

Cite This Paper

Yan Liang, Jintao Su, Xutong Ran. Study on variation of oxygen saturation based on cluster and multiple regression analysis. International Journal of Frontiers in Sociology (2020), Vol. 2, Issue 9: 172-180. https://doi.org/10.25236/IJFS.2020.020924.


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