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020 _a9781118382790
040 _aNISER LIBRARY
_beng
_cNISER LIBRARY
082 _a519.21
_bCHI-I
100 _aChiasson, John
245 _aIntroduction to probability theory and stochastic processes
260 _aHoboken, New Jersey :
_bJohn Wiley & Sons Inc.,
_c2013.
300 _axxii, 959 pages :
_billustrations ;
_c25 cm
504 _aIncludes bibliographical references and index.
520 _aA unique approach to stochastic processes that connects the mathematical formulation of random processes to their use in applications. This book presents an innovative approach to teaching probability theory and stochastic processes based on the binary expansion of the unit interval. Departing from standard pedagogy, it uses the binary expansion of the unit interval to explicitly construct an infinite sequence of independent random variables (of any given distribution) on a single probability space. This construction then provides the framework to understand the mathematical formulation of probability theory for its use in applications.
650 _aProbabilities
650 _aStochastic processes
856 _3Table of content
_uhttps://www.wiley.com/en-us/Introduction+to+Probability+Theory+and+Stochastic+Processes-p-9781118382790#tableofcontents-section
856 _3Reviews
_uhttps://www.goodreads.com/book/show/16234961-introduction-to-probability-theory-and-stochastic-processes#CommunityReviews
942 _2udc
_cBK
999 _c35898
_d35898