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  1. Spark
  2. SPARK-11668

R style summary stats in GLM package SparkR

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    Details

    • Type: Improvement
    • Status: Resolved
    • Priority: Minor
    • Resolution: Duplicate
    • Affects Version/s: 1.5.0, 1.5.1
    • Fix Version/s: None
    • Component/s: SparkR
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    • Environment:

      LINUX
      WINDOWS
      MAC

    • Target Version/s:
    • Flags:
      Important

      Description

      In the current GLM module in R the `summary(model)` function call will only return the values of the coefficients however in the actual R GLM module, the function also returns the std. err, z score, p-value and confidence intervals for the coefficients as well as some model based statistics like R-squared values, AIC, BIC etc.

      Another inspiration for adding these metrics can be using the format of python statsmodels package described here: http://statsmodels.sourceforge.net/devel/examples/notebooks/generated/formulas.html

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              • Assignee:
                Unassigned
                Reporter:
                shubhanshumishra@gmail.com Shubhanshu Mishra
                Shepherd:
                Shivram Mani
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                  Updated:
                  Resolved: