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Add missing reference
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kahaaga committed Aug 2, 2024
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16 changes: 9 additions & 7 deletions src/independence_tests/local_permutation/LocalPermutationTest.jl
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Expand Up @@ -74,13 +74,15 @@ instead of `Z` and we `I(X; Y)` and `Iₖ(X̂; Y)` instead of `I(X; Y | Z)` and
## Compatible measures
| Measure | Pairwise | Conditional | Requires `est` | Note |
| ---------------------------------- | :------: | :---------: | :------------: | :-------------------------------------------------------------------------------------------------------------------------------: |
| [`PartialCorrelation`](@ref) | ✖ | ✓ | No | |
| [`DistanceCorrelation`](@ref) | ✖ | ✓ | No | |
| [`CMIShannon`](@ref) | ✖ | ✓ | Yes | |
| [`TEShannon`](@ref) | ✓ | ✓ | Yes | Pairwise tests not possible with `TransferEntropyEstimator`s, only lower-level estimators, e.g. `FPVP`, `GaussianMI` or `Kraskov` |
| [`PartialMutualInformation`](@ref) | ✖ | ✓ | Yes | |
| Measure | Pairwise | Conditional | Requires `est` | Note |
| -------------------------------------- | :------: | :---------: | :------------: | :-------------------------------------------------------------------------------------------------------------------------------: |
| [`PartialCorrelation`](@ref) | ✖ | ✓ | No | |
| [`DistanceCorrelation`](@ref) | ✖ | ✓ | No | |
| [`CMIShannon`](@ref) | ✖ | ✓ | Yes | |
| [`TEShannon`](@ref) | ✓ | ✓ | Yes | Pairwise tests not possible with `TransferEntropyEstimator`s, only lower-level estimators, e.g. `FPVP`, `GaussianMI` or `Kraskov` |
| [`PartialMutualInformation`](@ref) | ✖ | ✓ | Yes | |
| [`AzadkiaChatterjeeCoefficient`](@ref) | ✖ | ✓ | No | |
The `LocalPermutationTest` is only defined for conditional independence testing.
Exceptions are for measures like [`TEShannon`](@ref), which use conditional
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