Estimation of the intensity function of an inhomogeneous Poisson process with a change‐point-Reference-Cited by-同舟云学术

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Estimation of the intensity function of an inhomogeneous Poisson process with a change‐point

Published:2019-07-10 Issue:4 Volume:47 Page:604-618
ISSN:0319-5724
Container-title:Canadian Journal of Statistics
language:en
Short-container-title:Can J Statistics

Author:

Ng Tin Lok J.¹,Murphy Thomas B.²

Affiliation:

1. School of Mathematics and Applied StatisticsUniversity of Wollongong, Northfields AvenueWollongong New South Wales 2522 Australia

2. School of Mathematics and StatisticsUniversity College Dublin, BelfieldDublin 4 D04 V1W8 Ireland

Funder

Science Foundation Ireland

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/cjs.11514

Reference16 articles.

1. Tractable nonparametric Bayesian inference in Poisson processes with Gaussian process intensities

2. Necessary and sufficient conditions for Hölder continuity of Gaussian processes

3. Rate-optimal Bayesian intensity smoothing for inhomogeneous Poisson processes

4. On the Consistency of Bayes Estimates

5. Hybrid Monte Carlo

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