An Extended Power Model for Point Processes in a Finite Interval and its Application to Bid Arrival Processes of Online Auctions

Abstract

We propose an extended power model for point processes in a finite interval. This model has a concave log likelihood function and its estimation is simple. We give a definition of the model and state some properties of the model. Then we apply the model to the real data of bid arrivals in online auctions.