Structural models of military retention are useful for evaluating policy alternatives that are outside historical experience. However, even relatively simple models can require significant compute time. In this report, the author shows how dynamic military retention models can be estimated using a method that avoids the need to solve dynamic programming problems--and, thus, the significant compute time required to do so.