Will DRIV be able to support multiple treatments via multiple instruments?
Nobody has claimed this yet.
- Dominant language
- Jupyter Notebook
- Stars
- 4.8k
- Forks
- 827
- PR merge metrics
- No merged PRs in 30d
Description
Hi,
From what I know is that for now DRIV and relative sub-estimators don't support multiple treatments and instruments. I wonder whether it is something under development. Moreover, specifically for my case, the treatments have one binary and one continuous variable, is it workable in theory by modifying the package codes by my own so that I can deal with both treatments together via multiple instruments? In addition, is there anything I need to take care or notice when doing this? Thank you so much!
Best,
Alyssa
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the DRIV and relative sub-estimators to determine their current treatment and instrument assumptions. Then assess whether combined binary and continuous treatments with multiple instruments are supported or require a defined design change. The issue does not specify files, tests, or acceptance criteria for completion.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100