frites.core.gccmi_1d_ccc#
- frites.core.gccmi_1d_ccc(x, y, z, biascorrect=True)[source]#
Gaussian-Copula CMI between three continuous variables.
I = gccmi_1d_ccc(x,y,z) returns the CMI between two (possibly multidimensional) continuous variables, x and y, conditioned on a third, z, estimated via a Gaussian copula.
- Parameters
- x, y, znumpy:array_like
Continuous arrays of shape (n_epochs,) or (n_dimensions, n_epochs).
- Returns
- i
python:float Information shared by x and y conditioned by z (in bits)
- i