rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Probability Theory, Random Processes and Mathematical Statistics
  name:
    name part: Rozanov, Yu. A.
    role:
      role term: creator
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: ne
    date issued: 1995
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (268 pages)
  abstract: 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.
  note: by Yu. A. Rozanov.
  note: Electronic resource.
  subject:
    topic: Probabilities
  subject:
    topic: Stochastic processes
  subject:
    topic: Mathematical statistics
  subject:
    topic: Mathematical statistics
  subject:
    topic: Probabilities
  subject:
    topic: Stochastic processes
  classification: QA273.18
  classification: 519.2
  related item:
    title info:
      title: Mathematics and its applications ; 344
  identifier: 9789401104494 (electronic bk.)
  identifier: 9401104492 (electronic bk.)
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: I9W
    record creation date: 121227
    record change date: 20260420203144.2
    record identifier: in00003555999
    language of cataloging:
      language term: eng