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[ENH] explicit/analytic form of energy function for chi-squared distribution #220

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fkiraly opened this issue Mar 24, 2024 · 0 comments
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implementing algorithms Implementing algorithms, estimators, objects native to skpro math&theory mathematical derivations, theory development module:probability&simulation probability distributions and simulators

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@fkiraly
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fkiraly commented Mar 24, 2024

There does not seem to exist a literature reference for the energy functionals of the chi-squared distribution, we should try to derive it, or find a reference.

Collecting discussion below, from #22.

Current state:

  • explicit formula for the cross-term $\mathbb{E}[|X-y|]$ derived, but not posted yet
  • no progress yet on the self-term $\mathbb{E}[|X-X'|]$

@sukjingitsit has been working on this.

Would you like to post your partial progress?

@fkiraly fkiraly added module:probability&simulation probability distributions and simulators implementing algorithms Implementing algorithms, estimators, objects native to skpro math&theory mathematical derivations, theory development labels Mar 24, 2024
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