Can I compute total correlation with IDTxl?

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Oleg Kachan

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Oct 4, 2021, 5:30:38 PM10/4/21
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Can I compute total correlation, i.e.

TC(X_1, X_2, X_3) = \sum_i=1^3 H(X_i) - H(X_1, X_2, X_3)

with IDTxl? Isn't is idtxl.multivariate_mi.MultivariateMI?

If so, how can I compute just the above value, without any excessive computations such as statistical tests, p-values, different lags, etc.? Just for 3 vectors X_i, with no lags?

Thanks.

Thomas Varley

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Jul 5, 2023, 8:30:37 AM7/5/23
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For interested readers, Ryan James' Discrete Information Toolbox (DIT) will do TC, DTC, and a variety of other measures.

https://github.com/dit/dit

All the best
~Thomas
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