Elements of Statistical Computing
NUMERICAL COMPUTATION
Seiten
1988
Chapman & Hall/CRC (Verlag)
978-0-412-01371-3 (ISBN)
Chapman & Hall/CRC (Verlag)
978-0-412-01371-3 (ISBN)
Statistics and computing share many close relationships. Computing now permeates every aspect of statistics, from pure description to the development of statistical theory. At the same time, the computational methods used in statistical work span much of computer science. Elements of Statistical Computing covers the broad usage of computing in statistics. It provides a comprehensive account of the most important computational statistics. Included are discussions of numerical analysis, numerical integration, and smoothing.
The author give special attention to floating point standards and numerical analysis; iterative methods for both linear and nonlinear equation, such as Gauss-Seidel method and successive over-relaxation; and computational methods for missing data, such as the EM algorithm. Also covered are new areas of interest, such as the Kalman filter, projection-pursuit methods, density estimation, and other computer-intensive techniques.
The author give special attention to floating point standards and numerical analysis; iterative methods for both linear and nonlinear equation, such as Gauss-Seidel method and successive over-relaxation; and computational methods for missing data, such as the EM algorithm. Also covered are new areas of interest, such as the Kalman filter, projection-pursuit methods, density estimation, and other computer-intensive techniques.
R.A. Thisted
Preface, Chapter 1: Introduction to Statistical Computing, Chapter 2: Basic Numerical Methods, Chapter 3: Numerical Linear Algebra, Chapter 4: Nonlinear Statistical Methods, Chapter 5: Numerical Integration and Approximation, Chapter 6: Smoothing and Density Estimation, Answers to Selected Exercises, References, Index
| Erscheint lt. Verlag | 1.3.1988 |
|---|---|
| Sprache | englisch |
| Maße | 156 x 234 mm |
| Gewicht | 990 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Mathematik / Informatik ► Mathematik ► Computerprogramme / Computeralgebra | |
| Mathematik / Informatik ► Mathematik ► Statistik | |
| ISBN-10 | 0-412-01371-1 / 0412013711 |
| ISBN-13 | 978-0-412-01371-3 / 9780412013713 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
Mehr entdecken
aus dem Bereich
aus dem Bereich
Grundlagen – Anwendungen – Perspektiven
Buch | Softcover (2022)
Springer Vieweg (Verlag)
CHF 48,95
Eine Einführung in die Systemtheorie
Buch | Softcover (2022)
UTB (Verlag)
CHF 34,95
was jeder über Informatik wissen sollte
Buch | Softcover (2024)
Springer Vieweg (Verlag)
CHF 53,15
