Single index methods for evaluation of marker†guided treatment rules based on multivariate marker panels
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DOI: 10.1111/biom.12752
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References listed on IDEAS
- Xiao Song & Margaret Pepe, 2004. "Evaluating Markers for Selecting a Patient's Treatment," UW Biostatistics Working Paper Series 1029, Berkeley Electronic Press.
- T. Cai & L. Tian & Hajime Uno & Scott D. Solomon & L. J. Wei, 2010. "Calibrating parametric subject-specific risk estimation," Biometrika, Biometrika Trust, vol. 97(2), pages 389-404.
- Lihui Zhao & Lu Tian & Tianxi Cai & Brian Claggett & L. J. Wei, 2013. "Effectively Selecting a Target Population for a Future Comparative Study," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(502), pages 527-539, June.
- Ying Huang & Peter B. Gilbert & Holly Janes, 2012. "Assessing Treatment-Selection Markers using a Potential Outcomes Framework," Biometrics, The International Biometric Society, vol. 68(3), pages 687-696, September.
- Xiao Song & Margaret Sullivan Pepe, 2004. "Evaluating Markers for Selecting a Patient's Treatment," Biometrics, The International Biometric Society, vol. 60(4), pages 874-883, December.
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