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When we are using observational data for trial emulation and estimating the ATE, we use techniques like PSM or IPTW on the observational data to mimic the randomization in a randomized clinical trial for confounder adjusting.
When we are doing ITE, do we need to conduct a similar effort to get a matched/IPTW-adjusted dataset before we fit the data into the ITE model (e.g., meta learner)?
The text was updated successfully, but these errors were encountered:
When we are using observational data for trial emulation and estimating the ATE, we use techniques like PSM or IPTW on the observational data to mimic the randomization in a randomized clinical trial for confounder adjusting.
When we are doing ITE, do we need to conduct a similar effort to get a matched/IPTW-adjusted dataset before we fit the data into the ITE model (e.g., meta learner)?
The text was updated successfully, but these errors were encountered: