Questions tagged [point-processes]

This tag is for questions concerning point processes such as poisson point processes or any other point process.

107 questions
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Gibbs point process

I am reading in the book Spatial Point Patterns by Baddley et al. that "all finite point process models (under reasonable conditions) can be represented mathematically as Gibbs models". I couldn't find any reference for this statement. Any insight…
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1 answer

Measurability of point processes

I am reading the "Construction of Diffusion processes with Wentzell's Boundary conditions by means of poisson point processes of Browninan excursions" of S. Watanabe and he says: I understand that to say that $N_p((0,t]\times U)$ is $\mathcal{F}_t$…
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expectations in poisson point process

here, $\Phi_e$ is a poisson point process and $\eta_k$ a random variable having exponential distribution. I'm having trouble in understanding how this equality holds?
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Expected value of hawkes process

I’m studying hawkes processes and I find the formulation of the expected value of them in integration. Actually I’m here to ask is there any closed form for expected value and other measures for multi-variate hawkes processes?
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Simulating a homogeneous Poisson process with finite number of points on $\mathbb{R}^2$

I have to simulate a homogeneous Poisson Point Process on $\mathbb{R}^2$ with fixed number of points. Any hints as to how to do it would be helpful. I know that for a bounded region W we first generate a random variable M with a Poisson distribution…