def calc_pairs(self,labels,data):
"""
Calculate the ustatistic for each operation and every label pairing
Parameters:
-----------
labels : ndarray
1-D array containing the labels for each row in data.
data : ndarray
Array containing the data. Each row corresponds to a timeseries and each column to an operation.
Returns:
--------
ranks : ndarray
Returns the scaled U statistic for each label pairing and each operation.
"""
ranks,ustat_norm = fistat.u_stat_all_label(data,labels=labels)[0:2]
return ranks/ustat_norm[:,np.newaxis]
def calc_pairs(self, labels, data):
"""
Calculate the ustatistic for each operation and every label pairing
Parameters:
-----------
labels : ndarray
1-D array containing the labels for each row in data.
data : ndarray
Array containing the data. Each row corresponds to a timeseries and each column to an operation.
Returns:
--------
ranks : ndarray
Returns the scaled U statistic for each label pairing and each operation.
"""
ranks, ustat_norm = fistat.u_stat_all_label(data, labels=labels)[0:2]
return ranks / ustat_norm[:, np.newaxis]
def calc_pairs(self, labels, data):
ranks, ustat_norm = fistat.u_stat_all_label(data, labels=labels)[0:2]
return ranks / ustat_norm[:, np.newaxis]
