¹⁹The income growth profile is the one used by Carroll for operatives. Cagetti computes the time-varying discount factor by educational groups using the methodology proposed by Attanasio et al. (1999) and the survival probabilities from the 1995 Life Tables (National Center for Health Statistics 1998).