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Peter Norvig's libraryResults 11-20 of 25

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Tracking and Data Association

Yaakov Bar-Shalom, Thomas E. Fortmann - 1988 - Mathematics - Snippet view
In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy ...
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The Mathematical Theory of Communication, Part 11

Claude Elwood Shannon, Warren Weaver - 1963 - Mathematics - No preview available
Scientific knowledge grows at a phenomenal pace--but few books have had as lasting an impact or played as important a role in our modern world as The Mathematical Theory of Communication, published originally as a paper on communication theory in ...
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Probability and Statistics

Morris H. DeGroot - 1986 - Mathematics - Snippet view
The revision of this well-respected text presents a balance of the classical and Bayesian methods. The theoretical and practical sides of both probability and statistics are considered. New content areas include the Vorel- Kolmogorov Paradox ...
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Bayesian Data Analysis, Second Edition

Andrew Gelman, John B. Carlin, Hal S. Stern, Donald B. Rubin - 2003 - Mathematics - Limited preview
Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critique statistical analyses from a ...
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Teaching Statistics: A Bag of Tricks

Andrew Gelman, Deborah Nolan - 2002 - Mathematics - No preview available
Students in the sciences, economics, psychology, social sciences, and medicine take introductory statistics. Statistics is increasingly offered at the high school level as well.
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Probabilistic Networks and Expert Systems: Exact Computational Methods for ...

Robert G. Cowell, Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter - 2007 - Computers - Limited preview
Winner of the 2002 DeGroot Prize. Probabilistic expert systems are graphical networks that support the modelling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the ...
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Bayesian Networks and Decision Graphs

Thomas Dyhre Nielsen, FINN VERNER JENSEN - 2007 - Science - Limited preview
This is a brand new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bayesian networks and influence diagrams. The reader is guided through the two types of ...
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Graphical Models

Steffen L. Lauritzen - 1996 - Mathematics - Limited preview
The idea of modelling systems using graph theory has its origin in several scientific areas: in statistical physics (the study of large particle systems), in genetics (studying inheritable properties of natural species), and in interactions in ...
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Bayesian Networks and Decision Graphs

Finn V. Jensen - 2001 - Computers - Limited preview
A practical guide to normative systems: Causal and bayesian networks; Building models; learning, adaptation, and tuning; Decision graphs. Algorithms ofr normative systems: Belief updating in bayesian networks; Bayesian network analysis tools ...
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Modeling and Reasoning with Bayesian Networks

Adnan Darwiche - 2009 - Computers - Limited preview
This book is a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including ...
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