Andrew Foerster, Juan Rubio-Ramirez, Daniel F. Waggoner, and Tao Zha. Working Paper 2013-1 (March). The authors develop a methodology for constructing approximations to Markov-switching models and identify the bottleneck of obtaining all approximated solutions. Application to different models illustrates its feasibility and practicality.