Criteria for Poisson process convergence with applications to inhomogeneous Poisson–Voronoi tessellations
نویسندگان
چکیده
This article employs the relation between probabilities of two consecutive values a Poisson random variable to derive conditions for weak convergence point processes process. As applications, we consider starting points k -runs in sequence Bernoulli variables, constructed using inradii and circumscribed radii inhomogeneous Poisson–Voronoi tessellations large nearest neighbor distances Boolean model disks.
منابع مشابه
Bayesian Forecasting of an Inhomogeneous Poisson Process with Applications to Call Center Data
A call center is a centralized hub where customer and other telephone calls are dealt with by an organization. In today’s economy, they have become the primary point of contact between customers and businesses. Accurate prediction of the call arrival rate is therefore indispensable for call center practitioners to staff their call center efficiently and cost effectively. This article proposes a...
متن کاملGaussian Process Approach to Spiking Neurons for Inhomogeneous Poisson Inputs
This article presents a new theoretical framework to consider the dynamics of a stochastic spiking neuron model with general membrane response to input spike. We assume that the input spikes obey an inhomogeneous Poisson process. The stochastic process of the membrane potential then becomes a gaussian process. When a general type of the membrane response is assumed, the stochastic process becom...
متن کاملPoisson-Voronoi Tessellations
In particular, the location of S in R d is immaterial (stationarity) and E(N(S)) = λμ =Var(N(S)) (equality of mean and variance). An alternative characterization of the Poisson process involves the limit of the uniform distribution on expanding cubes C ⊆ R . Let ν denote the volume of C. Given m independent uniformly distributed particles in C and a measurable set S ⊆ C of volume μ, the probabi...
متن کاملSecond moments related to Poisson hyperplane tessellations
It is well known that the vertex number of the typical cell of a stationary hyperplane tessellation in R has, under some mild conditions, an expectation equal to 2, independent of the underlying distribution. The variance of this vertex number can vary widely. Under Poisson assumptions, we give sharp bounds for this variance, showing, in particular, that its maximum is attained if and only if t...
متن کاملClt S for Poisson Hyperplane Tessellations
We derive a central limit theorem for the number of vertices of convex polytopes induced by stationary Poisson hyperplane processes in R d. This result generalizes an earlier one proved by Paroux [Adv. for intersection points of motion-invariant Poisson line processes in R 2. Our proof is based on Hoeffd-ing's decomposition of U-statistics which seems to be more efficient and adequate to tackle...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Stochastic Processes and their Applications
سال: 2022
ISSN: ['1879-209X', '0304-4149']
DOI: https://doi.org/10.1016/j.spa.2022.01.020