The purpose of this chapter is twofold: (1) to provide an accessible introduction to the methods of structural estimation of discrete choice dynamic programming (DCDP) models and (2) to survey the contributions of applications of these methods to substantive and policy issues in labor economics....

I examine effects of labor income taxation in life‐cycle models with human capital accumulation. In this case, the opportunity cost of time equals the wage plus returns to work experience. This has several interesting consequences: First, the data appear consistent with larger labor supply...