Evaluation of a method to indirectly adjust for unmeasured covariates in the association between fine particulate matter and mortality.

•Indirect adjustment can be reliably applied to survival models.•Direction and magnitude of confounding is data and model specific.•Formal evaluation of ancillary matching data is critical to assess adjustment bias.