sequential-monte-carlo-methods-in-practice

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Sequential Monte Carlo Methods In Practice

Author : Arnaud Doucet
ISBN : 9781475734379
Genre : Mathematics
File Size : 21. 76 MB
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Monte Carlo methods are revolutionizing the on-line analysis of data in many fileds. They have made it possible to solve numerically many complex, non-standard problems that were previously intractable. This book presents the first comprehensive treatment of these techniques.

Fast Sequential Monte Carlo Methods For Counting And Optimization

Author : Reuven Y. Rubinstein
ISBN : 9781118612262
Genre : Mathematics
File Size : 61. 30 MB
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A comprehensive account of the theory and application of Monte Carlo methods Based on years of research in efficient Monte Carlo methods for estimation of rare-event probabilities, counting problems, and combinatorial optimization, Fast Sequential Monte Carlo Methods for Counting and Optimization is a complete illustration of fast sequential Monte Carlo techniques. The book provides an accessible overview of current work in the field of Monte Carlo methods, specifically sequential Monte Carlo techniques, for solving abstract counting and optimization problems. Written by authorities in the field, the book places emphasis on cross-entropy, minimum cross-entropy, splitting, and stochastic enumeration. Focusing on the concepts and application of Monte Carlo techniques, Fast Sequential Monte Carlo Methods for Counting and Optimization includes: Detailed algorithms needed to practice solving real-world problems Numerous examples with Monte Carlo method produced solutions within the 1-2% limit of relative error A new generic sequential importance sampling algorithm alongside extensive numerical results An appendix focused on review material to provide additional background information Fast Sequential Monte Carlo Methods for Counting and Optimization is an excellent resource for engineers, computer scientists, mathematicians, statisticians, and readers interested in efficient simulation techniques. The book is also useful for upper-undergraduate and graduate-level courses on Monte Carlo methods.

Sequential Monte Carlo Methods For Physically Based Rendering

Author : Shao Hua Fan
ISBN : WISC:89094352861
Genre :
File Size : 26. 56 MB
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File Size : 56. 85 MB
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Journal Of The American Statistical Association

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ISBN : UOM:49015003119501
Genre : Statistics
File Size : 56. 73 MB
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Journal Of The Royal Statistical Society

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ISBN : OSU:32435075452821
Genre : Great Britain
File Size : 89. 39 MB
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Bayesian Statistics And Its Applications

Author : Satyanshu K. Upadhyay
ISBN : STANFORD:36105123399649
Genre : Mathematics
File Size : 27. 52 MB
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In the last two decades, Bayesian Statistics has acquired immense importance and has penetrated almost every area including those where the application of statistics appeared to be a remote possibility. This volume provides both theoretical and practical insights into the subject with detailed up-to-date material on various aspects. It serves two important objectives - to offer a thorough background material for theoreticians and gives a variety of applications for applied statisticians and practitioners. Consisting of 33 chapters, it covers topics on biostatistics, econometrics, reliability, image analysis, Bayesian computation, neural networks, prior elicitation, objective Bayesian methodologies, role of randomisation in Bayesian analysis, spatial data analysis, nonparametrics and a lot more. The book will serve as an excellent reference work for updating knowledge and for developing new methodologies in a wide variety of areas. It will become an invaluable tool for statisticians and the practitioners of Bayesian paradigm.

Bayesian Inference And Maximum Entropy Methods In Science And Engineering

Author : Gary J. Erickson
ISBN : STANFORD:36105119431281
Genre : Technology & Engineering
File Size : 38. 92 MB
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Papers from an August 2003 workshop discuss topics ranging from basic theory to real applications in acoustics, fluids, thermodynamics, information theory, signal processing, astrophysics, medical imaging, pattern classification, and character recognition. Papers are in sections on maximization, mat

Osu Statistics Technical Report

Author : Ohio State University. Department of Statistics
ISBN : OSU:32435069048809
Genre : Statistics
File Size : 67. 86 MB
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Eighth Ieee International Conference On Computer Vision

Author : IEEE Computer Society
ISBN : 0769511430
Genre : Computers
File Size : 38. 28 MB
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This two-volume set contains the proceedings of the July 2001 conference on computer vision. The 205 papers discuss sensors and early vision, stereo and multiple views, segmentation and matching, learning in vision, shape representation and recovery, stereo and multiple views, segmentation and matching, object recognition, tracking, video analysis, reflectance, image databases, vision systems and texture, and demo overviews. There is no subject index. The included CD-ROM contains a full version of the proceedings. c. Book News Inc.

2000 Ieee International Conference On Acoustics Speech And Signal Processing

Author : IEEE Signal Processing Society
ISBN : 0780362934
Genre : Technology & Engineering
File Size : 38. 68 MB
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Mathematical Reviews

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ISBN : UOM:39015082440762
Genre : Mathematics
File Size : 35. 54 MB
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Proceedings

Author : IEEE Computer Society. Technical Committee on Pattern Analysis and Machine Intelligence
ISBN : 0769519504
Genre : Computer vision
File Size : 89. 37 MB
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Encyclopedia Of Statistical Sciences

Author : Samuel Kotz
ISBN : 0471743879
Genre : Mathematics
File Size : 79. 65 MB
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Entries cover statistical theory, methods, and applications. Includes the latest topics and advances made in statistical science over the past decade--in areas such as computer-intensive statistical methodology, genetics, medicine, the environment, and other applications.

Bayesian Process Monitoring Control And Optimization

Author : Bianca M. Colosimo
ISBN : UOM:39015067673965
Genre : Business & Economics
File Size : 90. 85 MB
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This book presentes applications of bayesian statistics in process monitoring, control and optimization; modern computational techniques suchs as Markov chain and Monte Carlo (MCMC) and other simulation approaches; illustrates MCMC with the variance component model, using Win BUGS and CODA and demostrates how bayesian methods can be successfully applied in SPC, process adjustment and responde surface methods (RSM).

Fusion

Author :
ISBN : UIUC:30112060207245
Genre : Automatic tracking
File Size : 42. 4 MB
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Neural Networks For Signal Processing

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ISBN : UOM:39015048228335
Genre : Neural networks (Computer science)
File Size : 28. 49 MB
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Ssp

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ISBN : UOM:39015049123394
Genre : Array processors
File Size : 58. 56 MB
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Statistica Sinica

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ISBN : NWU:35556039060975
Genre : Mathematical statistics
File Size : 47. 79 MB
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Proceedings

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ISBN : UOM:39015048216108
Genre : Array processors
File Size : 70. 63 MB
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