How to use the tigramite.tigramite_cython_code.dcov_all function in tigramite
To help you get started, we’ve selected a few tigramite examples, based on popular ways it is used in public projects.
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jakobrunge / tigramite / tigramite / independence_tests.py View on Github 
Parameters
----------
array_resid : array-like
data array must be of shape (2, T)
Returns
-------
val : float
Distance correlation coefficient.
"""
# Remove ties before applying transformation to uniform marginals
# array_resid = self._remove_ties(array_resid, verbosity=4)
x_vals, y_vals = self._trafo2uniform(array_resid)
_, val, _, _ = tigramite_cython_code.dcov_all(x_vals, y_vals)
return val
tigramite
Tigramite causal inference for time series
Package Health Score
73 / 100Popular tigramite functions
- tigramite.data_processing._check_parent_neighbor
- tigramite.data_processing._check_stability
- tigramite.data_processing._check_symmetric_relations
- tigramite.data_processing._get_covariance_matrix
- tigramite.data_processing._get_lag_connect_matrix
- tigramite.data_processing._iter_coeffs
- tigramite.data_processing.DataFrame
- tigramite.data_processing.quantile_bin_array
- tigramite.data_processing.var_process
- tigramite.independence_tests._construct_array
- tigramite.independence_tests.CondIndTest
- tigramite.independence_tests.CondIndTest.__init__
- tigramite.independence_tests.ParCorr
- tigramite.models.Models
- tigramite.models.Models.__init__
- tigramite.pcmci.PCMCI
- tigramite.tigramite_cython_code
- tigramite.tigramite_cython_code._get_neighbors_within_eps_cython
- tigramite.tigramite_cython_code.dcov_all