Transcription of Applying Logistic Regression Model to The Second Primary ...
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Applying Logistic Regression Model to The Second Primary ...
Applying Logistic Regression Model to The Second Primary Cancer Data. Amr I. Abdelrahman Department of Statistics, Mathematics, and Insurance. Faculty of Commerce, Ain Shams University, Egypt Abstract The Logistic Regression Model is used to determine the social-demographic risk factors which affect the Second cancer occurrence for 200 patients who were initially treated for first Primary cancer stage I and were cancer free for at least 1 year after first Primary cancer treatment. The 200 patients were classified as "having a Second cancer", and "not having a Second cancer". The social-demographic risk factors used are age at first cancer, gender, area the patient lives in, marital status, family history, smoking, education and obesity in addition to treatment by radiation.
accepting that a model fits; an analysis of the individual residuals and relevant diagnostic statistics be performed (pp.151-156). 2. It is highly dependent on how the observations are grouped.
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