Dzyabura, Daria; Hauser, John R. - In: Marketing Science 30 (2011) 5, pp. 801-819
We develop and test an active-machine-learning method to select questions adaptively when consumers use heuristic decision rules. The method tailors priors to each consumer based on a "configurator." Subsequent questions maximize information about the decision heuristics (minimize expected...