The Comparison of Alternative Smoothing Methods for Fitting Non-Linear Exposure-Response Relationships with Cox Models in a Simulation Study
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DOI: 10.2202/1557-4679.1104
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- David M. Zucker & Donna Spiegelman, 2004. "Inference for the Proportional Hazards Model with Misclassified Discrete-Valued Covariates," Biometrics, The International Biometric Society, vol. 60(2), pages 324-334, June.
- Patrick Royston & Douglas G. Altman, 1994. "Regression Using Fractional Polynomials of Continuous Covariates: Parsimonious Parametric Modelling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 43(3), pages 429-453, September.
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Keywords
penalized spline; simulation; restricted cubic spline; natural spline; fractional polynomial; Cox model;All these keywords.
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