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Regular version of the site

Book chapter

Pattern Structures for Risk Group Identification

P. 13-21.
Korepanova N., Kuznetsov S.

Today personalized medicine is one of the most popular interdisciplinary research field, risk group identification being one of its most important tasks. Even though the first attempts to estimate the effect of patient’s characteristics on the outcome were proposed in statistics in the middle of the twentieth century, it is still an open question how to explore such effects properly. In this paper we propose a trial version of the approach to risk group specification based on pattern structures and competing risk estimation, and discuss further steps of research on its performance and specificity.