quantile_normalization_using_target

pylluminator.stats.quantile_normalization_using_target(source_array: array, target_array: array) → array

Perform quantile normalization on the source_array using target_array as the target distribution, even if the arrays have different sizes.

Parameters:

• source_array (numpy.ndarray) – array to normalize

• target_array (numpy.ndarray) – array to use as target distribution

Returns:

the quantile-normalized array, of the same size as source_array

Return type:

numpy.ndarray