If the goal is to match the average outcome in the treatment group over time, why not estimate the propensity score using daily outcomes as covariates, and then build a SC using propensity weights?
If the goal is to match the average outcome in the treatment group over time, why not estimate the propensity score using daily outcomes as covariates, and then build a SC using propensity weights?