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Provide facade functionality to perform common checks/tests for analysis #6

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spflueger opened this issue Mar 25, 2021 · 1 comment
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@spflueger
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When performing an analysis there are important procedures that usually have to be performed for an analysis. Hence tensorwaves could standardize these to some degree. The issue serves more as a discussion platfrom for now. @wgradl @redeboer @Leongrim @sebastianJaeger please feel free to extend and modify this issue. The procedures are:

  • input output checks
  • statistical validation. This means performing N independent full toy MC data analysis. One full toy MC data analysis consists of generating a toy MC data sample, and fitting the sample. All in all this returns N fit results, which can be combined into residual distributions for the fit parameters.
    • Bootstrapping could be used here, to minimize the number of data samples that need to be created
@redeboer
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Moving this to compwa-org as this is best implemented in an overarching, PWA-specific compwa library that provides façade functions for QRules, AmpForm, and TensorWaves.

@redeboer redeboer transferred this issue from ComPWA/tensorwaves Jan 25, 2022
@redeboer redeboer added Epic Collection of issues, managed by ZenHub 💡 Feature labels Mar 3, 2022
@redeboer redeboer transferred this issue from ComPWA/compwa.github.io Apr 25, 2022
@redeboer redeboer removed their assignment Jan 9, 2024
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