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Numerical Methods of Statistics
Taschenbuch von John F. Monahan
Sprache: Englisch

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Beschreibung
This second edition explains how computer software is designed to perform the tasks required for sophisticated statistical analysis.
This second edition explains how computer software is designed to perform the tasks required for sophisticated statistical analysis.
Über den Autor
John F. Monahan is a Professor of Statistics at North Carolina State University where he joined the faculty in 1978 and has been a professor since 1990. His research has appeared in numerous computational as well as statistical journals. He is also the author of A Primer on Linear Models (2008).
Inhaltsverzeichnis
1. Algorithms and computers; 2. Computer arithmetic; 3. Matrices and linear equations; 4. More methods for solving linear equations; 5. Least squares; 6. Eigenproblems; 7. Functions: interpolation, smoothing and approximation; 8. Introduction to optimization and nonlinear equations; 9. Maximum likelihood and nonlinear regression; 10. Numerical integration and Monte Carlo methods; 11. Generating random variables from other distributions; 12. Statistical methods for integration and Monte Carlo; 13. Markov chain Monte Carlo methods; 14. Sorting and fast algorithms.
Details
Erscheinungsjahr: 2011
Fachbereich: Programmiersprachen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 464
ISBN-13: 9780521139519
ISBN-10: 0521139511
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Monahan, John F.
Hersteller: Cambridge University Press
Maße: 254 x 178 x 25 mm
Von/Mit: John F. Monahan
Erscheinungsdatum: 09.06.2011
Gewicht: 0,866 kg
preigu-id: 107010506
Über den Autor
John F. Monahan is a Professor of Statistics at North Carolina State University where he joined the faculty in 1978 and has been a professor since 1990. His research has appeared in numerous computational as well as statistical journals. He is also the author of A Primer on Linear Models (2008).
Inhaltsverzeichnis
1. Algorithms and computers; 2. Computer arithmetic; 3. Matrices and linear equations; 4. More methods for solving linear equations; 5. Least squares; 6. Eigenproblems; 7. Functions: interpolation, smoothing and approximation; 8. Introduction to optimization and nonlinear equations; 9. Maximum likelihood and nonlinear regression; 10. Numerical integration and Monte Carlo methods; 11. Generating random variables from other distributions; 12. Statistical methods for integration and Monte Carlo; 13. Markov chain Monte Carlo methods; 14. Sorting and fast algorithms.
Details
Erscheinungsjahr: 2011
Fachbereich: Programmiersprachen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 464
ISBN-13: 9780521139519
ISBN-10: 0521139511
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Monahan, John F.
Hersteller: Cambridge University Press
Maße: 254 x 178 x 25 mm
Von/Mit: John F. Monahan
Erscheinungsdatum: 09.06.2011
Gewicht: 0,866 kg
preigu-id: 107010506
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