Name: probability theory, random processes and mathematical statistics
SKU: 3413080
Price: 53.70 EUR
Availability: InStock
Author: rozanov
ISBN: 9780792337645

portada probability theory, random processes and mathematical statistics

probability theory, random processes and mathematical statistics

Type

Physical Book

Publisher

Springer

Author

rozanov

Language

English

Pages

268

ISBN

0792337646

ISBN13

9780792337645

Synopsis "probability theory, random processes and mathematical statistics"

the study of random phenomena encountered in the real world is based on probability theory, mathematical statistics and the theory of random processes. the choice of the most suitable mathematical model is made on the basis of statistical data collected by observations. these models provide numerous tools for the analysis, prediction and, ultimately, control of random phenomena. the first part of the present volume (chapters 1-3) can serve as a self-contained, elementary introduction to probability, random processes and statistics. it contains a number of relatively simple and typical examples of random phenomena which allow a natural introduction of general structures and methods. some basic knowledge of elements of real/complex analysis, linear algebra and ordinary differential equations is required. the second part (chapters 4-6) provides a foundation for stochastic analysis, gives information on basic models of random processes and tools to study them. a certain familiarity with elements of functional analysis is necessary. important material is presented in the form of examples to keep readers involved. audience: a concise textbook for a graduate level course, with carefully selected topics representing the most important areas of modern probability, random processes and statistics.