Validity of using multiple imputation for "unknown" stage at diagnosis in population-based cancer registry data.

Using MI to deal with "unknown" stage data recorded in a population-based cancer registry appears to provide valid estimates. We would recommend a cautious approach to the use of this method elsewhere.