Statistical Analysis of Observations of Increasing Dimension - Theory and Decision Library B - V.L. Girko - Books - Springer - 9789048144136 - December 6, 2010
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Statistical Analysis of Observations of Increasing Dimension - Theory and Decision Library B Softcover reprint of hardcover 1st ed. 1995 edition

V.L. Girko

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Statistical Analysis of Observations of Increasing Dimension - Theory and Decision Library B Softcover reprint of hardcover 1st ed. 1995 edition

Statistical Analysis of Observations of Increasing Dimension is devoted to the investigation of the limit distribution of the empirical generalized variance, covariance matrices, their eigenvalues and solutions of the system of linear algebraic equations with random coefficients, which are an important function of observations in multidimensional statistical analysis. A general statistical analysis is developed in which observed random vectors may not have density and their components have an arbitrary dependence structure. The methods of this theory have very important advantages in comparison with existing methods of statistical processing. The results have applications in nuclear and statistical physics, multivariate statistical analysis in the theory of the stability of solutions of stochastic differential equations, in control theory of linear stochastic systems, in linear stochastic programming, in the theory of experiment planning.


290 pages, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released December 6, 2010
ISBN13 9789048144136
Publishers Springer
Pages 290
Dimensions 482 g
Language English