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DML with time-to-event data

Open chenx2018 opened this issue 6 months ago • 0 comments

Describe the feature you want to propose or implement

Time-to-event data is common in social science fields. It would be helpful to apply double machine learning framework on time-to-event data. One approach is to apply the causal survival forest model implemented by grf package, but it would be better to use different learners like xgboost in DoubleML framework.

Propose a possible solution or implementation

No response

Did you consider alternatives to the proposed solution. If yes, please describe

One solution is causal survival forest implemented by grf package. Please check Causal survival forest for reference.

Comments, context or references

Please check Causal survival forest for reference.

chenx2018 avatar Jul 29 '24 11:07 chenx2018