Statistical Analysis of Observations of Increasing Dimension:
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 import...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Dordrecht
Springer Netherlands
1995
|
| Ausgabe: | 1st ed. 1995 |
| Schriftenreihe: | Theory and Decision Library B, Mathematical and Statistical Methods
28 |
| Schlagworte: | |
| Online-Zugang: | BTU01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | 1 Online-Ressource (XXI, 290 p) |
| ISBN: | 9789401585675 |
| DOI: | 10.1007/978-94-015-8567-5 |
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| 520 | |a 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 | ||
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Datensatz im Suchindex
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| edition | 1st ed. 1995 |
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| id | DE-604.BV046874020 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T15:15:40Z |
| indexdate | 2024-07-10T08:56:13Z |
| institution | BVB |
| isbn | 9789401585675 |
| language | English |
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| series2 | Theory and Decision Library B, Mathematical and Statistical Methods |
| spelling | Girko, V.L. Verfasser aut Statistical Analysis of Observations of Increasing Dimension by V.L. Girko 1st ed. 1995 Dordrecht Springer Netherlands 1995 1 Online-Ressource (XXI, 290 p) txt rdacontent c rdamedia cr rdacarrier Theory and Decision Library B, Mathematical and Statistical Methods 28 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 Statistical Theory and Methods Probability Theory and Stochastic Processes Linear and Multilinear Algebras, Matrix Theory Statistics Probabilities Matrix theory Algebra Erscheint auch als Druck-Ausgabe 9789048144136 Erscheint auch als Druck-Ausgabe 9780792328865 Erscheint auch als Druck-Ausgabe 9789401585682 https://doi.org/10.1007/978-94-015-8567-5 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Girko, V.L Statistical Analysis of Observations of Increasing Dimension Statistical Theory and Methods Probability Theory and Stochastic Processes Linear and Multilinear Algebras, Matrix Theory Statistics Probabilities Matrix theory Algebra |
| title | Statistical Analysis of Observations of Increasing Dimension |
| title_auth | Statistical Analysis of Observations of Increasing Dimension |
| title_exact_search | Statistical Analysis of Observations of Increasing Dimension |
| title_exact_search_txtP | Statistical Analysis of Observations of Increasing Dimension |
| title_full | Statistical Analysis of Observations of Increasing Dimension by V.L. Girko |
| title_fullStr | Statistical Analysis of Observations of Increasing Dimension by V.L. Girko |
| title_full_unstemmed | Statistical Analysis of Observations of Increasing Dimension by V.L. Girko |
| title_short | Statistical Analysis of Observations of Increasing Dimension |
| title_sort | statistical analysis of observations of increasing dimension |
| topic | Statistical Theory and Methods Probability Theory and Stochastic Processes Linear and Multilinear Algebras, Matrix Theory Statistics Probabilities Matrix theory Algebra |
| topic_facet | Statistical Theory and Methods Probability Theory and Stochastic Processes Linear and Multilinear Algebras, Matrix Theory Statistics Probabilities Matrix theory Algebra |
| url | https://doi.org/10.1007/978-94-015-8567-5 |
| work_keys_str_mv | AT girkovl statisticalanalysisofobservationsofincreasingdimension |