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  1. Spark
  2. SPARK-8518

Log-linear models for survival analysis

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Details

    • New Feature
    • Status: Resolved
    • Critical
    • Resolution: Fixed
    • None
    • 1.6.0
    • ML
    • None

    Description

      We want to add basic log-linear models for survival analysis. The implementation should match the result from R's survival package (http://cran.r-project.org/web/packages/survival/index.html).

      Design doc from yanboliang: https://docs.google.com/document/d/1fLtB0sqg2HlfqdrJlNHPhpfXO0Zb2_avZrxiVoPEs0E/pub

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          depends upon

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-10464 Add WeibullGenerator for RandomDataGenerator

          • Major - Major loss of function.
          • Resolved
          is depended upon by

          New Feature - A new feature of the product, which has yet to be developed. SPARK-10686 Add quantileCol to AFTSurvivalRegression

          • Major - Major loss of function.
          • Resolved
          is related to

          Bug - A problem which impairs or prevents the functions of the product. SPARK-11059 ML: change range of quantile probabilities in AFTSurvivalRegression

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

          Brainstorming - A place to record back and forth on notions not yet formed enough to make a 'New Feature' or 'Task' SPARK-10687 Discuss nonparametric survival analysis model

          • Major - Major loss of function.
          • Resolved
          relates to

          New Feature - A new feature of the product, which has yet to be developed. SPARK-7338 Survival Modelling - Cox proportional hazards

          • Major - Major loss of function.
          • Resolved

          New Feature - A new feature of the product, which has yet to be developed. SPARK-13010 Survival analysis in SparkR

          • Major - Major loss of function.
          • Resolved
          links to

          Pull request #8611 [Github] Pull Request #8611 (yanboliang)

          Activity

            People

              yanboliang Yanbo Liang
              mengxr Xiangrui Meng
              Xiangrui Meng Xiangrui Meng
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                Updated:
                Resolved:

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