mixle.utils.automatic.detectors.logistic module

Automatic detector for the logistic continuous family.

The logistic candidate is a symmetric real-line alternative with heavier tails than a Gaussian and a less singular peak than a Laplace distribution. Its support gate accepts any finite real-valued sample; the likelihood score and two-parameter BIC penalty decide whether its tail shape is justified.