Reducing the bias from on the inverse probability of treatment weighting (IPTW)
When using observational data, assignment to a treatment group is non-random and causal inference may be difficult. One common approach to addressing this is propensity score weighting where the propensity score is the probability that a person is assigned to the treatment arm given their observable characteristics. This propensity is often estimated using a logistic…