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L-moment ratio diagram plotting utilities #63

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jorenham opened this issue Oct 30, 2023 · 0 comments
Open

L-moment ratio diagram plotting utilities #63

jorenham opened this issue Oct 30, 2023 · 0 comments
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contrib Integration with 3rd party packages enhancement New feature or request
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@jorenham
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L-moment ratio diagrams are the swiss jacknife for distribution identification, and is in general a very useful tool for statistical exploratory analysis.

This requires:

  • Calculation of the L-moment ratio curves for specific families of distributions, e.g. as $\tau_r(\tau_k | \mathcal{F})$.
  • Non-parametric L-ratio curve estimation, either using repeated measurements, or some bootstrapping method
  • Plotting both parametric curves (lineplot), and optionally a non-parametric curve (scatterplot), simultaneously, including helpful legend- and axis labels. Preferrably, this should be backend-agnostic, with (for now) one backend implementation in contrib.matplotlib .

Some examples for inspiration:

  • M.C. Peel et al. (2001): image
  • J.R.M. Hosking (2015): image
  • J. Galeano-Brajones et al. (2023): image image
@jorenham jorenham added enhancement New feature or request good first issue contrib Integration with 3rd party packages and removed good first issue labels Oct 30, 2023
@jorenham jorenham added this to the v1.0.0 milestone Mar 29, 2024
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