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rewrite the roadmap
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lrnv committed Sep 22, 2024
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# Development roadmap

We hope to implement a few more copula models into this package. The next ones to be implemented will probably be:
- Extreme values copulas.
- Liouville
- Nested Archimedeans (for any generators, with automatic nesting conditions checks).
- Bernstein copula and more general Beta copula as smoothing of the Empirical copula.
- `CheckerboardCopula` (and more generally `PatchworkCopula`)

More precisely, the following directions could be pursued:

**Next:**
- More documentation and tests for the current implementation.
- Docs: show how to use the `WilliamsonCopula` to implement generic Archimedeans.
- Give the user the choice of fitting method via `fit(dist,data; method="MLE")` or `fit(dist,data; method="itau")` or `fit(dist,data; method="irho")`.
- Fitting a generic archimedean with an empirically produced generator
- Automatic checks of generator d-monotony ? Dunno if it is even possible.

**Maybe later:**
- `NestedArchimedean`, with automatic checking of nesting conditions for generators.
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