Probability Theory and Mathematical Statistics for Engineers

Released on by V. S. Pugachev
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  • Probability Theory and Mathematical Statistics for Engineers Book Detail

  • Author : V. S. Pugachev
  • Release Date : 2014-06-28
  • Publisher : Elsevier
  • Genre : Mathematics
  • Pages : 469
  • ISBN 13 : 1483190501
  • File Size : 3,3 MB
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Probability Theory and Mathematical Statistics for Engineers by V. S. Pugachev PDF Summary

Book Description: Probability Theory and Mathematical Statistics for Engineers focuses on the concepts of probability theory and mathematical statistics for finite-dimensional random variables. The book underscores the probabilities of events, random variables, and numerical characteristics of random variables. Discussions focus on canonical expansions of random vectors, second-order moments of random vectors, generalization of the density concept, entropy of a distribution, direct evaluation of probabilities, and conditional probabilities. The text then examines projections of random vectors and their distributions, including conditional distributions of projections of a random vector, conditional numerical characteristics, and information contained in random variables. The book elaborates on the functions of random variables and estimation of parameters of distributions. Topics include frequency as a probability estimate, estimation of statistical characteristics, estimation of the expectation and covariance matrix of a random vector, and testing the hypotheses on the parameters of distributions. The text then takes a look at estimator theory and estimation of distributions. The book is a vital source of data for students, engineers, postgraduates of applied mathematics, and other institutes of higher technical education.

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