SKU popularity, customer loyalty, holiday proximity,number of items in the order, weight, and distance. The first two of these variables capture the impact of customer behavior relative to product pricing. We control for SKU popularity under the premise that Internet retailers tend to price popular items as ‘‘loss leaders’’ to drive traffic.