Abstract:
In the survey, the principal assertions of the theory of random determinants are collected. The theory emerged on the borderline between probability theory and sciences related to it: control theory, statistical physics, nuclear physics, multivariate statistical analysis, and solid-state physics. The applications are discussed of the theory of random determinants to statistical analysis of observations on random vectors of growing dimension.