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| Full Title | Probability Theory and Statistics with Real World Applications Univariate and Multivariate Models Applications 2nd Edition |
|---|---|
| Author(s) | Peter Zörnig |
| Edition | 2nd Edition |
| ISBN | 9783111332321, 9783111332208, 9783111332277 |
| Publisher | De Gruyter |
| Format | PDF and EPUB |
The idea of the book is to present a text that is useful for both students of quantitative sciences and practitioners who work with univariate or multivariate probabilistic models. Since the text should also be suitable for self-study, excessive formalism is avoided though mathematical rigor is retained. A deeper insight into the topics is provided by detailed examples and illustrations. The book covers the standard content of a course in probability and statistics. However, the second edition includes two new chapters about distribution theory and exploratory data analysis. The first-mentioned chapter certainly goes beyond the standard material. It is presented to reflect the growing practical importance of developing new distributions. The second new chapter studies intensively one- and bidimensional concepts like assymetry, kurtosis, correlation and determination coefficients. In particular, examples are intended to enable the reader to take a critical look at the appropriateness of the geometrically motivated concepts.
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