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  Published Paper Details:

  Paper Title

STUDY OF THE CAUSATIVE FACTORS AFFECTING CANCER USING MULTINOMIAL LOGISTIC REGRESSION MODEL

  Authors

  Dr. Manjula S Dalabanjan,  T. Deepthi,  Pratibha Agrawal,  M. D. Suranagi

  Keywords

Logistic Regression Model, Significance, Hypothesis, Analysis, socio-demographic characteristics, habits, significant association, factors.

  Abstract


The effect of socio-demographic characteristics, habits, and other diseases on cancer is studied. The Pearson's Chi-square test and Likelihood Ratio Test are used. There is no association between caste, Marital Status, family history, and "Type of Cancer". In the case of habits, there is no significant association between snuff and Veg/Non-Veg with the type of cancer. The other diseases which are associated with cancer are Diabetes, Obesity, Hepatitis B and C virus infections, Vitamin B6 Deficiency and Chronic bladder inflammation. First, we discussed the effect of socio-demographic characteristics on the type of cancer using the multinomial logistic regression model. Secondly, we studied the effect of habits on the type of cancer using the multinomial logistic regression model. Finally, the study of the effects of other diseases on type of cancer using the multinomial regression model was studied. During the study, stomach cancer was taken as a reference category.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2204169

  Paper ID - 217964

  Page Number(s) - b382-b388

  Pubished in - Volume 10 | Issue 4 | April 2022

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Dr. Manjula S Dalabanjan,  T. Deepthi,  Pratibha Agrawal,  M. D. Suranagi,   "STUDY OF THE CAUSATIVE FACTORS AFFECTING CANCER USING MULTINOMIAL LOGISTIC REGRESSION MODEL", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 4, pp.b382-b388, April 2022, Available at :http://www.ijcrt.org/papers/IJCRT2204169.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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