Running head: HEURISTICS EXPLAIN INTERTEMPORAL CHOICE 1 Money Earlier or Later? Simple Heuristics Explain Intertemporal Choices Better than Delay Discounting1

Heuristic models have been proposed for many domains of choice. We compare heuristic models of intertemporal choice, which can account for many of the known intertemporal choice anomalies, to discounting models. We conduct an out-of-sample, cross-validated comparison of intertemporal choice models. Heuristic models outperform traditional utility discounting models, including models of exponential and hyperbolic discounting. The best performing models predict choices by using a weighted average of absolute differences and relative (percentage) differences of the attributes of the goods in a choice set. We conclude that heuristic models explain timemoney tradeoff choices in experiments better than utility discounting models.