Statistical Method for Support of Responsible Decision
Alexander Grusho, Nick Grusho, Michael Zabezhailo, Elena Timonina
The paper is devoted to the problem of evaluation of trust to the results of complex computer analysis of data. The approach of constructing empirical dependencies based on similarity of precedents in the training sample, which has already become classical, is used. The trust approximation is based on simulating training data by random sampling from an unknown distribution. This approach implements approximate causal analysis and have advantages and disadvantages.