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Is it suitable for survival data?

Open bbb801 opened this issue 2 years ago • 4 comments

Dear Sir or Madam,

May I know if the package can be used for survival data with survival time and event?

Thank you!

bbb801 avatar Feb 18 '22 07:02 bbb801

No the package is not directly applicable to survival analysis, the main focus is imputation of missing values.

felixbiessmann avatar Feb 18 '22 09:02 felixbiessmann

Thank you! What I mean is missing values in survival data (time-to-event).

bbb801 avatar Feb 18 '22 09:02 bbb801

If you can cast the problem as a standard supervised learning problem where some of the time-to-event data are the missing values and you have observed some time-to-event data, then it could make sense to use datawig (or any other supervised learning / auto-ml package).

But if you would like to do a survival analysis, where you fit a parametric distribution and then interpret the parameters, then other libraries would be better.

felixbiessmann avatar Feb 18 '22 09:02 felixbiessmann

Thank you !

bbb801 avatar Feb 18 '22 10:02 bbb801