Statistical Decisions under Nonparametric a Priori Information

摘要

The basic module of applied program package for statistical analysis of the ANI experiment data is described. By means of this module tasks of choosing theoretical model most adequately fitting to experimental data, selection of events of definite type, identification of elementary particles are carried out. For mentioned problems solving, the Bayesian rules, one-leave out test and KNN (K Nearest Neighbour) adaptive density estimation are utilized. 12 refs.; 1 fig.; 2 tabs. (Atomindex citation 18:010596)