Modeling continuous health risk factors by using fractional polynomials transformation

Dalin Zeng, Youquan Xu, Xiancu

Abstract

Assessing health risk factors often involves observational data that with heterogeneous patient background that information is limited to researchers. Thus forms a curvature, sometimes in complicate shape, on the continuous predictive variables in fitting models. Fractional Polynomials (FP) transformation provide a flexiblemodel fitting framework account such curvature. In this paper we assess the utilization of FP model fitting framework in health risk factor assessment.

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