Computational Statistics
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Lieferzeit: 21 Werktage
- Artikel-Nr.: 10197969
Beschreibung
Preliminaries.- Mathematical and Statistical Preliminaries.- Statistical Computing.- Computer Storage and Arithmetic.- Algorithms and Programming.- Approximation of Functions and Numerical Quadrature.- Numerical Linear Algebra.- Solution of Nonlinear Equations and Optimization.- Generation of Random Numbers.- Methods of Computational Statistics.- Graphical Methods in Computational Statistics.- Tools for Identification of Structure in Data.- Estimation of Functions.- Monte Carlo Methods for Statistical Inference.- Data Randomization, Partitioning, and Augmentation.- Bootstrap Methods.- Exploring Data Density and Relationships.- Estimation of Probability Density Functions Using Parametric Models.- Nonparametric Estimation of Probability Density Functions.- Statistical Learning and Data Mining.- Statistical Models of Dependencies.
Eigenschaften
Breite: | 161 |
Gewicht: | 1226 g |
Höhe: | 239 |
Länge: | 47 |
Seiten: | 728 |
Sprachen: | Englisch |
Autor: | James E. Gentle |
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