Data Analysis

Name: Data Analysis
Brand: Springer-Verlag New York Inc.
SKU: 9780387984988
Price: 51.67 EUR
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Statistical and Computational Methods for Scientists and Engineers

Автор: Siegmund Brandt, Gowan Glen

Език:

Корици: С твърди корици

Издател: Springer-Verlag New York Inc.

Наличност: Външен склад

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51.67 € 101.05 лв

This book bridges the gap between statistical theory and physcal experiment. It provides a thorough...

Информация за книгата

Автор

Siegmund Brandt, Gowan Glen

Език

Английски език

Корици

Книга - С твърди корици

Издадена

1998

страници

652

EAN

9780387984988

ISBN

0387984984

Enbook ID

01385517

Издател

Springer-Verlag New York Inc.

Теглоt

2510

Размери

155 x 235 x 41

Пълно описание

This book bridges the gap between statistical theory and physcal experiment. It provides a thorough introduction to the statistical methods used in the experimental physical sciences and to the numerical methods used to implement them. An accompanying CD-ROM provides detailed code (in Fortran77 and in C) for implementing many of these algorithms (for IBM PS/2 or PC machines). The treatment emphasizes concise but rigorous mathematics but always retains its focus on applications. The reader is presumed to have a sound basic knowledge of differential and integral calulus and some knowledge of vectors and matrices (an appendix develops the vector and matrix methods used and provides a collection of related computer routines). After an introduction of probability, random variables, computer generation of random numbers (Monte Carlo methods) and impotrtant distributions (such as the biomial, Poisson, and normal distributions), the book turns to a discussion of statistical samples, the maximum likelihood method, and the testing of statistical hypotheses. The discussion concludes with the discussion of several important stistical methods: least squares, analysis of variance, polynomial regression, and analysis of tiem series. Appendices provide the necessary methods of matrix algebra, combinatorics, and many sets of useful algorithms and formulae. The book is intended for graduate students setting out on experimental research, but it should also provide a useful reference and programming guide for experienced experimenters.

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Data Analysis

Statistical and Computational Methods for Scientists and Engineers

Информация за книгата

Пълно описание

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