Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demo of Poisson regression, where the goal is to predict a count of things arriving, such as the number of telephone calls ...

Below, we summarize some of the basic properties of the MAP. First, the set of MAPs is quite broad and, in theory, any stationary point process can be approximated arbitrarily closely by a MAP.

Abstract: In this paper, we consider the problem of estimating the parameters of a Poisson arrival process, where the intensity function is assumed to lie in the span of a known basis. Our goal is to ...

When using Poisson distributed flows, setting the arrival rate of X<1e-3 (e.g. 'exp(0.0001)') causing unexpected behavior. Instead of having low arrival rates, this causes sumo to load a lot of ...

An application of the QBD process is modeling the number of jobs (queue length) in a MAP/PH/1/FCFS queue, where jobs arrive according to a Markovian arrival process (MAP), jobs are served in the order ...