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10.1093/biostatistics/kxu010

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suck abstract from ncbi


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pmid24728979
      Biostatistics 2014 ; 15 (4 ): 757-73
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  • Random survival forests for competing risks #MMPMID24728979
  • Ishwaran H ; Gerds TA ; Kogalur UB ; Moore RD ; Gange SJ ; Lau BM
  • Biostatistics 2014[Oct]; 15 (4 ): 757-73 PMID24728979 show ga
  • We introduce a new approach to competing risks using random forests. Our method is fully non-parametric and can be used for selecting event-specific variables and for estimating the cumulative incidence function. We show that the method is highly effective for both prediction and variable selection in high-dimensional problems and in settings such as HIV/AIDS that involve many competing risks.
  • |*Data Interpretation, Statistical [MESH]
  • |*Models, Statistical [MESH]
  • |*Risk [MESH]
  • |*Survival Analysis [MESH]
  • |HIV Infections/drug therapy/mortality [MESH]


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