Description

Book Synopsis
Presents an introduction to probability and statistics. This book covers topics that include the axiomatic setup of probability theory, polynomial distribution, finite Markov chains, distribution functions and convolution, the laws of large numbers (weak and strong), characteristic functions, the central limit theorem, and Markov processes.

Table of Contents
The concept of probability Sequences of independent trials Markov chains Random variables and distribution functions Numerical characteristics of random variables The law of large numbers Characteristic functions The classical limit theorem The theory of infinitely divisible distribution laws The theory of stochastic processes Elements of queueing theory Elements of statistics Tables Bibliography Index Answers to the exercises.

The Theory of Probability

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    A Hardback by American Mathem American Mathem

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      View other formats and editions of The Theory of Probability by American Mathem American Mathem

      Publisher: MP-AMM American Mathematical
      Publication Date: 4/30/2005 12:00:00 AM
      ISBN13: 9780821837467, 978-0821837467
      ISBN10: 082183746X

      Description

      Book Synopsis
      Presents an introduction to probability and statistics. This book covers topics that include the axiomatic setup of probability theory, polynomial distribution, finite Markov chains, distribution functions and convolution, the laws of large numbers (weak and strong), characteristic functions, the central limit theorem, and Markov processes.

      Table of Contents
      The concept of probability Sequences of independent trials Markov chains Random variables and distribution functions Numerical characteristics of random variables The law of large numbers Characteristic functions The classical limit theorem The theory of infinitely divisible distribution laws The theory of stochastic processes Elements of queueing theory Elements of statistics Tables Bibliography Index Answers to the exercises.

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