First Course in Probability and Markov Chains

Name: First Course in Probability and Markov Chains
Brand: John Wiley and Sons Ltd
SKU: 9781119944874
Price: 2247 CZK
Availability: InStock

Autor: Giuseppe Modica

Jazyk:

Vazba: Pevná

Vydavatel: John Wiley and Sons Ltd

Dostupnost: Skladem u dodavatele v malém množství

Odesíláme za 11-15 dnů

2 247 Kč

Provides an introduction to basic structures of probability with a view towards applications in info...

Informace o knize

Autor

Giuseppe Modica

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2012

Stránek

346

EAN

9781119944874

ISBN

1119944872

Enbook ID

01250393

Vydavatel

John Wiley and Sons Ltd

Hmotnost

568

Rozměry

232 x 162 x 23

Kompletní popis

Provides an introduction to basic structures of probability with a view towards applications in information technology§A First Course in Probability and Markov Chains presents an introduction to the basic elements in probability and focuses on two main areas. The first part explores notions and structures in probability, including combinatorics, probability measures, probability distributions, conditional probability, inclusion-exclusion formulas, random variables, dispersion indexes, independent random variables as well as weak and strong laws of large numbers and central limit theorem. In the second part of the book, focus is given to Discrete Time Discrete Markov Chains which is addressed together with an introduction to Poisson processes and Continuous Time Discrete Markov Chains. This book also looks at making use of measure theory notations that unify all the presentation, in particular avoiding the separate treatment of continuous and discrete distributions.§A First Course in Probability and Markov Chains:§Presents the basic elements of probability.§Explores elementary probability with combinatorics, uniform probability, the inclusion-exclusion principle, independence and convergence of random variables.§Features applications of Law of Large Numbers.§Introduces Bernoulli and Poisson processes as well as discrete and continuous time Markov Chains with discrete states.§Includes illustrations and examples throughout, along with solutions to problems featured in this book.§The authors present a unified and comprehensive overview of probability and Markov Chains aimed at educating engineers working with probability and statistics as well as advanced undergraduate students in sciences and engineering with a basic background in mathematical analysis and linear algebra.

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First Course in Probability and Markov Chains

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