A Practical ANOVA Approach for Uncertainty Analysis in Population-Based Disease Microsimulation Models

The proposed analysis of variance approach provides the uncertainty intervals for the mean outcome in addition to unbiased estimates for each source of uncertainty. The contributions of each source of uncertainty can then be compared with each other for validation purposes so as to improve the model accuracy.