Probability Theory and Statistics with Real World Applications: Univariate and Multivariate Models Applications

By Peter Zörnig

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.

• Format: Paperback
• Language: English
• ISBN: 3111332209
• ISBN13: 9783111332208
• Release Date: September 2024
• Publisher: de Gruyter
• Length: 370 Pages
• Weight: 1.31 lbs.
• Dimensions: 0.8" x 6.7" x 9.6"