{"product_id":"a-first-course-in-probability-and-markov-chains","title":"First Course in Probability and Markov Chains","description":"\u003cp\u003e\u003cb\u003eProvides an introduction to basic structures of probability with a view towards applications in information technology\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eA First Course in Probability and Markov Chains\u003c\/i\u003e 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.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eA First Course in Probability and Markov Chains:\u003c\/i\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003ePresents the basic elements of probability.\u003c\/li\u003e\n\u003cli\u003eExplores elementary probability with combinatorics, uniform probability, the inclusion-exclusion principle, independence and convergence of random variables.\u003c\/li\u003e\n\u003cli\u003eFeatures applications of Law of Large Numbers.\u003c\/li\u003e\n\u003cli\u003eIntroduces Bernoulli and Poisson processes as well as discrete and continuous time Markov Chains with discrete states.\u003c\/li\u003e\n\u003cli\u003eIncludes illustrations and examples throughout, along with solutions to problems featured in this book.\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eThe 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.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49763253616984,"sku":"9781119944874","price":84.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781119944874_4450f7dc-47f7-4ab5-a628-2d3ce4daa3a8.jpg?v=1778544925","url":"https:\/\/agendabookshop.com\/products\/a-first-course-in-probability-and-markov-chains","provider":"Agenda Bookshop","version":"1.0","type":"link"}