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Is there any method to get the tail dependence #121

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singledoggy opened this issue Feb 14, 2024 · 3 comments
Open

Is there any method to get the tail dependence #121

singledoggy opened this issue Feb 14, 2024 · 3 comments
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enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed

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@singledoggy
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singledoggy commented Feb 14, 2024

image

I've found some equations to get tail dependence, so will it be added to the feature, or if I missed someting. If not, I'll try to calculate it by myself.

@tnagler
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tnagler commented Feb 14, 2024

This is not currently implemented, maybe some day.

@tvatter tvatter added enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed labels Feb 14, 2024
@tvatter
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tvatter commented Feb 14, 2024

To clarify: pyvinecopulib is merely a wrapper around vinecopulib, the C++ library for vine copulas. Currently, vinecopulib doesn't have tail dependence implemented, as the point is to provide high-performance implementations of the core features of the popular VineCopula R library, with a focus on dimension > 2, whereas tail dependence is (mostly) useful for d = 2. If you are interested in the tail dependence in 2d, maybe pycop could be of interest to you.

@singledoggy
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Thanks for your prompt reply. I've checked pycop, and found some useful tools to calculate the tail dependence here. It seems that there are some theoretical results from the parameter.

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Labels
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