APPLICATION OF BAYESIAN NETWORKS AND BAYESIAN MODELING IN SOLVING STATISTICAL PROBLEMS
Leonid S. Zvyagin, System Analysis in Economics" · SOFT MEASUREMENTS AND COMPUTING · 2024
The Bayesian approach allows the researcher to predict the probability of an event occurring based on the results of previous experiments and taking into account the level of trust. This approach is based on the form of T. Bayes, first published in the XVIII century. However, due to the great computational complexity, the application of the approach became possible only with the advent of automation tools for computing, mainly with the advent of computers. This article will present the Bayesian approach and its application in solving statistical problems and modeling.