Development of a scoring model using logistic regression and ROC methods - analysis.
Anokhina I.Y.
The problems of creating a scoring model based on medical research. The simulation used the methods of data mining, which includes the device logistic regression analysis, logical-statistical approaches to pattern recognition, including ROC - analysis. We describe the stages of development of the scoring model. The accuracy of the simulation. Keywords: statistics, scoring models, methodology development, risks, logistic regression, ROC - analysis, Statistica package.
