Trial-Offer Markets with Continuation
Abstract
Trial-offer markets, where customers can sample a product before deciding whether to buy it, are ubiquitous in the online experience. Their static and dynamic properties are often studied by assuming that consumers follow a multinomial logit model and try exactly one product. In this paper, we study how to generalize existing results to a more realistic setting where consumers can try multiple products. We show that a multinomial logit model with continuation can be reduced to a standard multinomial logit model with different appeal and product qualities. We examine the consequences of this reduction on the performance and predictability of the market, the role of social influence, and the ranking policies.
Keywords
Cite
@article{arxiv.1610.01929,
title = {Trial-Offer Markets with Continuation},
author = {Pascal Van Hentenryck and Alvaro Flores and Gerardo Berbeglia},
journal= {arXiv preprint arXiv:1610.01929},
year = {2016}
}
Comments
arXiv admin note: text overlap with arXiv:1505.02469