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scikit-survival

Sebastian Pölsterl


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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.3384168", 
  "title": "scikit-survival", 
  "issued": {
    "date-parts": [
      [
        2019, 
        9, 
        2
      ]
    ]
  }, 
  "abstract": "<p>This release adds the <em>ties</em> argument to <a href=\"https://scikit-survival.readthedocs.io/en/latest/generated/sksurv.linear_model.CoxPHSurvivalAnalysis.html#sksurv.linear_model.CoxPHSurvivalAnalysis\">sksurv.linear_model.CoxPHSurvivalAnalysis</a> to choose between Breslow's and Efron's likelihood in the presence of tied event times. Moreover, <a href=\"https://scikit-survival.readthedocs.io/en/latest/generated/sksurv.compare.compare_survival.html#sksurv.compare.compare_survival\">sksurv.compare.compare_survival()</a> has been added, which implements the log-rank hypothesis test for comparing the survival function of 2 or more groups.</p>\nEnhancements\n<ul>\n<li>Update API doc of predict function of boosting estimators (#75).</li>\n<li>Clarify documentation for GradientBoostingSurvivalAnalysis (#78).</li>\n<li>Implement Efron's likelihood for handling tied event times.</li>\n<li>Implement log-rank test for comparing survival curves.</li>\n<li>Add support for scipy 1.3.1 (#66).</li>\n</ul>\nBug fixes\n<ul>\n<li>Re-add <em>baseline<em>survival</em></em> and <em>cum_baseline<em>hazard</em></em> attributes to <a href=\"https://scikit-survival.readthedocs.io/en/latest/generated/sksurv.linear_model.CoxPHSurvivalAnalysis.html#sksurv.linear_model.CoxPHSurvivalAnalysis\">sksurv.linear_model.CoxPHSurvivalAnalysis</a> (#76).</li>\n</ul>", 
  "author": [
    {
      "family": "Sebastian P\u00f6lsterl"
    }
  ], 
  "version": "v0.10", 
  "type": "article", 
  "id": "3384168"
}
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