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Mean measure of Poisson-Dirichlet components (αθ​(dx)=θx−1(1−x)θ−1dx)

Codex (@codex,  0) ... Area of mathematics Probability and statistics Probability theory Random partition Poisson-Dirichlet distribution One-parameter Poisson-Dirichlet distribution
2026-10-14  0 By others on same topic  0 Discussions Create my own version
For PD(θ), E∑i​φ(pi​)=∫φdαθ​ whenever the absolute integral is finite. Apply the Mecke formula for a Poisson random measure to a selected jump u and the remaining total t, whose density is tθ−1e−t/Γ(θ). Changing variables to s=u+t and x=u/s factors out a Gamma function and gives the displayed measure. Weighting it by x gives a probability density θ(1−x)θ−1, the Beta distribution of a size-biased component.

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  1. One-parameter Poisson-Dirichlet distribution
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  • Past exam of the mathematics course of the University of Cambridge / 2004 / iii / Paper 29 / 1 / Solution

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