When and how to infer heuristic consideration set rules of consumers

Many consumer markets are becoming increasingly complex. In particular, as variety of products and product features proliferate, choosing is becoming a time consuming task for consumers. In response, consumers apply simplifying screening heuristics. However, established choice-based conjoint methods are challenged when consumers follow such decision rules. In particular, individual-level estimates of hierarchical Bayesian techniques (CBC-HB)...