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Description of a Book
The fourth edition of this successful textbook presents a comprehensive introduction to statistical and numerical methods for the evaluation of empirical and experimental data. Equal weight is given to statistical theory and practical problems. The concise mathematical treatment of the subject matter is illustrated by many examples, and for the present edition a library of Java programs has been developed. It comprises methods of numerical data analysis and graphical representation as well as many example programs and solutions to programming problems.
Contents :
- Probabilities. Random variables.
- Random numbers and the Monte Carlo Method.
- Statistical distributions (binomial, Gauss, Poisson). Samples. Statistical tests.
- Maximum Likelihood. Least Squares. Regression. Minimization.
- Analysis of Variance. Time series analysis.
- Audience
The book is conceived both as an introduction and as a work of reference. In particular it addresses itself to students, scientists and practitioners in science and engineering as a help in the analysis of their data in laboratory courses, working for bachelor or master degrees, in thesis work, and in research and professional work.
About Author
Siegmund Brandt
Book Details
Data Analysis: Statistical and Computational Methods for Scientists and Engineers written by Siegmund Brandt detailed in the below table…
| Name of the Book | Data Analysis: Statistical and Computational Methods for Scientists and Engineers |
| Name of the Author(s) | Siegmund Brandt |
| Department | Mathematics |
| Publication | Springer |
| Language | English |
| Book Format |
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