Methods for non-parametric regression have been applied for pair lifet
ime and diameter of Ball Lightnings (BLs) that disappear through explo
sion, extinction and decay. BLs lifetime increases in case of BL, that
disappear through extinction and decay in range of diameters 0.5-100
cm Lifetime of BLs, that disappear through explosion, increases at dia
meters smaller than 60 cm and decreases for greater diameters. Compari
son with data on experimentally obtained fire balls and with existing
theories was conducted Polymer BL theory gives a possibility to explai
n obtained results.