Data Analysis : Statistical and Computational Methods for Scientists and Engineers

Siegmund Brandt

ISBN 10: 0387984984 / ISBN 13: 9780387984988

Verlag: Springer New York, 1998

Beschreibung

Zustand: Gut | Seiten: 692 | Sprache: Englisch | Produktart: Bücher.

Bestandsnummer des Verkäufers 177/203

Bibliografische Details

• Titel: Data Analysis : Statistical and Computational Methods for Scientists and Engineers
• Verlag: Springer New York
• Erscheinungsjahr: 1998
• Sprache: Englisch
• ISBN-10: 0387984984
• ISBN-13: 9780387984988
• Einband: Hardcover
• Auflage: 3. Auflage
• Zustand: Gut

Über diesen Titel

Inhaltsangabe

Bridging the gap between statistical theory and physical experiment, this is a thorough introduction to the statistical methods used in the experimental physical sciences and to the numerical methods used to implement them. The treatment emphasises concise but rigorous mathematics but always retains its focus on applications. Readers are assumed to have a sound basic knowledge of differential and integral calculus and some knowledge of vectors and matrices. After an introduction to probability, random variables, computer generation of random numbers and important distributions, the book turns to statistical samples, the maximum likelihood method, and the testing of statistical hypotheses. The discussion concludes with several important statistical methods: least squares, analysis of variance, polynomial regression, and analysis of time series. Appendices provide the necessary methods of matrix algebra, combinatorics, and many sets of useful algorithms and formulae.

Críticas

From the reviews:

"The book is concise, but gives a sufficiently rigorous mathematical treatment of practical statistical methods for data analysis¿It can be of great use to all who are involved with data analysis." Physicalia

"... Serves as a nice reference guide for any scientist interested in the fundamentals of data analysis on the computer." The American Statistician