Stein's method and point process approximation (Q1201756)
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scientific article; zbMATH DE number 98441
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Stein's method and point process approximation |
scientific article; zbMATH DE number 98441 |
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Stein's method and point process approximation (English)
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17 January 1993
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By using the Stein-Chen method an upper bound for the total variation \(d_{TV}({\mathcal L}(\Xi),Po(\lambda))\) between the distribution \({\mathcal L}(\Xi)\) of a simple point process \(\Xi\) on a compact, second countable Hausdorff space \(\Gamma\) and the distribution \(Po(\lambda)\) of a Poisson process on \(\Gamma\) with mean measure \(\lambda\) is proved. As an example this result is used to estimate the error when the uniform hard-core point process on the \(d\)-dimensional torus \(\Gamma\) is approximated by a homogeneous Poisson process.
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point process on the \(d\)-dimensional torus
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Stein-Chen method
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total variation
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point process
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Poisson process
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0.98387027
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0.93955684
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0.9270468
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