2For simplicity, this equation assumes no shocks to permanent income (though they are trivial to add). Empirically, such shocks are large and must be incorporated into any serious model, but they clutter the exposition without adding much intuition; they are introduced in the final section when we match the model to data. For a full treatment including permanent shocks, see Carroll (2023b).