Probability Theory and Statistics with Real World Applications

Released on by Peter Zörnig
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  • Probability Theory and Statistics with Real World Applications Book Detail

  • Author : Peter Zörnig
  • Release Date : 2024-09-02
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Genre : Mathematics
  • Pages : 372
  • ISBN 13 : 3111332276
  • File Size : 8,8 MB
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Probability Theory and Statistics with Real World Applications by Peter Zörnig PDF Summary

Book 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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