discrete probability models and methods probability on graphs and trees markov chains and random fields entropy and coding probability theory and stochastic modelling

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Discrete Probability Models And Methods

Author : Pierre Brémaud
ISBN : 9783319434766
Genre : Mathematics
File Size : 39. 39 MB
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The emphasis in this book is placed on general models (Markov chains, random fields, random graphs), universal methods (the probabilistic method, the coupling method, the Stein-Chen method, martingale methods, the method of types) and versatile tools (Chernoff's bound, Hoeffding's inequality, Holley's inequality) whose domain of application extends far beyond the present text. Although the examples treated in the book relate to the possible applications, in the communication and computing sciences, in operations research and in physics, this book is in the first instance concerned with theory. The level of the book is that of a beginning graduate course. It is self-contained, the prerequisites consisting merely of basic calculus (series) and basic linear algebra (matrices). The reader is not assumed to be trained in probability since the first chapters give in considerable detail the background necessary to understand the rest of the book.

Mathematik Im Mittelalterlichen Islam

Author : J. L. Berggren
ISBN : 354076688X
Genre : Mathematics
File Size : 86. 52 MB
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Die Mathematik im mittelalterlichen Islam hatte großen Einfluss auf die allgemeine Entwicklung des Faches. Der Autor beschreibt diese Periode der Geschichte der Mathematik und bezieht sich dabei auf die arabischsprachigen Quellen. Zu den behandelten Themen gehören Dezimalrechnen, Geometrie, ebene und sphärische Trigonometrie, Algebra sowie die Approximation von Wurzeln von Gleichungen. Das Buch wendet sich an Mathematikhistoriker und -studenten, aber auch an alle Interessierten mit Mathematikkenntnissen der weiterführenden Schule.

Markov Random Field Modeling In Image Analysis

Author : Stan Z. Li
ISBN : 3540703098
Genre : Image processing
File Size : 47. 69 MB
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Which Degree

Author : Audrey Segal
ISBN : 0860240614
Genre : Universities and colleges
File Size : 80. 21 MB
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Electrical Electronics Abstracts

Author :
ISBN : OSU:32435059589309
Genre : Electric engineering
File Size : 41. 21 MB
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B Rsenerfolg Ist Kein Zufall

Author : Burton G. Malkiel
ISBN : 3932114345
Genre : Investments
File Size : 72. 75 MB
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Uc Santa Cruz

Author : University of California, Santa Cruz
ISBN : UCSC:32106012087745
Genre :
File Size : 89. 13 MB
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Elementare Wahrscheinlichkeitstheorie Und Stochastische Prozesse

Author : Kai L. Chung
ISBN : 9783642670336
Genre : Mathematics
File Size : 85. 34 MB
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Aus den Besprechungen: "Unter den zahlreichen Einführungen in die Wahrscheinlichkeitsrechnung bildet dieses Buch eine erfreuliche Ausnahme. Der Stil einer lebendigen Vorlesung ist über Niederschrift und Übersetzung hinweg erhalten geblieben. In jedes Kapitel wird sehr anschaulich eingeführt. Sinn und Nützlichkeit der mathematischen Formulierungen werden den Lesern nahegebracht. Die wichtigsten Zusammenhänge sind als mathematische Sätze klar formuliert." #FREQUENZ#1

Pattern Theory

Author : David Mumford
ISBN : 9781439865569
Genre : Mathematics
File Size : 50. 47 MB
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Pattern theory is a distinctive approach to the analysis of all forms of real-world signals. At its core is the design of a large variety of probabilistic models whose samples reproduce the look and feel of the real signals, their patterns, and their variability. Bayesian statistical inference then allows you to apply these models in the analysis of new signals. This book treats the mathematical tools, the models themselves, and the computational algorithms for applying statistics to analyze six representative classes of signals of increasing complexity. The book covers patterns in text, sound, and images. Discussions of images include recognizing characters, textures, nature scenes, and human faces. The text includes online access to the materials (data, code, etc.) needed for the exercises.

Mathematical Reviews

Author :
ISBN : UVA:X006180724
Genre : Mathematics
File Size : 83. 38 MB
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