Description: 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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Book Title: Probability Theory and Statistics with Real World Applications:
Number of Pages: 370 Pages
Publication Name: Probability Theory and Statistics with Real World Applications : Univariate and Multivariate Models Applications
Language: English
Publisher: Verlag Max Factory Niemeyer
Subject: Engineering (General), Probability & Statistics / General, General, Physics / General
Publication Year: 2024
Item Weight: 22.2 Oz
Type: Textbook
Item Length: 9.4 in
Author: Peter Zörnig
Subject Area: Mathematics, Technology & Engineering, Science
Item Width: 6.7 in
Series: De Gruyter Textbook Ser.
Format: Trade Paperback