Probability Theory and Statistics with Real World Applications - Univariate and Multivariate Models Applications
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| Verlag | De Gruyter |
| Auflage | 2024 |
| Seiten | 358 |
| Format | 17,0 x 2,1 x 24,0 cm |
| Großformatiges Paperback. Klappenbroschur | |
| Gewicht | 631 g |
| Artikeltyp | Englisches Buch |
| Reihe | De Gruyter Textbook |
| ISBN-10 | 3111332209 |
| EAN | 9783111332208 |
| Bestell-Nr | 11133220A |
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 appropria teness of the geometrically motivated concepts.
