The expressions of MALAT1, HOTAIR, PVT1 and the cytological class of a cohort of n = 34 thyroid nodules have been used to fit kernel distributions with Epanechnikov bases functions and positive support to determine the likelihoods p(MALAT1|tum). The gene discussed is HOTAIR; the disease is thyroid nodule.