[DOWNLOAD] "Probability Theory and Mathematical Statistics for Engineers" by V. S. Pugachev # Book PDF Kindle ePub Free
eBook details
- Title: Probability Theory and Mathematical Statistics for Engineers
- Author : V. S. Pugachev
- Release Date : January 28, 2014
- Genre: Mathematics,Books,Science & Nature,Professional & Technical,
- Pages : * pages
- Size : 16492 KB
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.