Poisson intensity estimation with reproducing kernels
Despite the fundamental nature of the inhomogeneous Poisson process in the theory and application of stochastic processes, and its attractive generalizations (e.g. Cox process), few tractable nonparametric modeling approaches of intensity functions exist, especially when observed points lie in a hig...
| Main Authors: | , , |
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| Format: | Journal article |
| Published: |
Institute of Mathematical Statistics
2017
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