Lineage structure in antimicrobial susceptibility tables: the lineage share of calls and of the recorded MIC ordering, and the lineage share of the unobserved MIC ordering that censored readings guarantee, with valid confidence limits.
Calibrated GPD tail inference in Python: continuous and grouped fits, profile intervals, permutation trends, Monte Carlo calibration, and multi-source robustness.