¹The model simplifies many of the key results in Carroll (1992) and Carroll (2023) using a discrete-time version of the elegant continuous-time model of Toche (2005). For a brief summary of the precautionary saving literature, see Carroll and Kimball (2007); for a more rigorous treatment of the theoretical issues, see Carroll (2023).