Probability Theory and Statistics with Real World Applications
Produktnummer:
183d5aa2d1548540ed8891b4aaf05e8970
| Autor: | Zörnig, Peter |
|---|---|
| Themengebiete: | Convergence of random variables Generating functions Order statistics Probability measures Statistical applications Transforms of random variables Univariate and multivariate models |
| Veröffentlichungsdatum: | 03.09.2024 |
| EAN: | 9783111332208 |
| Sprache: | Englisch |
| Seitenzahl: | 358 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | De Gruyter |
| Untertitel: | Univariate and Multivariate Models Applications |
Produktinformationen "Probability Theory and Statistics with Real World Applications"
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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