The paper is focusing on analysis of data collected in twenty years lasting longitudinal study of 1417 middle-aged men living in the second district of Prague. Examination of methods that can support estimation of the risk of cardiovascular disease development in time is done. These methods examined were neural networks, discriminat analysis and logistic regression. The final comparison was done according to percentage of correct decisions and using ROC curves.
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