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Home - Beschreibung und ähnliche Artikel: Optimal data analysis a |
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Foundations of Quantization for Probability Distributions (buecher.de - (Teil2)) |  Produktbeschreibung (25052268): Due to the rapidly increasing need for methods of data compression, quantization has become a flourishing field in signal and image processing and information theory. The same techniques are also used in statistics (cluster analysis), pattern recognition, and operations research (optimal location of service centers). The book gives the first mathematically rigorous account of the fundamental theory underlying these applications. The emphasis is on the asymptotics of quantization errors for absolutely continuous and special classes of singular probabilities (surface measures, self-similar measures) presenting some new results for the first time. Written for researchers and graduate students in probability theory the monograph is of potential interest to all people working in the disciplines mentioned above. TOC:I. General properties of the quantization for probability distributions: Voronoi partitions. Centers and moments of probability distributions. The quantization problem. Basic properties of optimal quantizers. Uniqueness and optimality in one dimension.- II. Asymptotic quantization for nonsingular probability distributions: Asymptotics for the quantization error. Asymptotically optimal quantizers. Regular quantizers and quantization coefficients. Random quantizers and quantization coefficients. Asymptotics for the covering radius.- III. Asymptotic quantization for singular probability distributions: The quantization dimension. Regular sets and measures of dimension D. Rectifiable curves. Self-similar sets and measures. | | >>> Jetzt bei buecher.de - (Teil2) ansehen oder für EUR 42.95 bestellen! |
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Handbook of Scaling Methods in Aquatic Ecology: Measurement, Analysis, Simulation (buecher.de - (Teil1)) |  Produktbeschreibung (21098328): The Handbook serves as a reference volume for investigators seeking insight into new experimental approaches and data analysis, as well as the sensor design required for optimal sampling. Many of the algorithms and models provided are directly applicable to your experimental data. This comprehensive treatment of scaling methods and applications can help foster a unified understanding of subject matter among the modeling, experimental, and field research communities. | | >>> Jetzt bei buecher.de - (Teil1) ansehen oder für EUR 135.95 bestellen! |
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|  Produktbeschreibung (21456480): DNA array technology is a technique for studying gene expression by comparing samples of different genes. The result is an enormous amount of data that must be carefully analyzed in order for it to be useful and meaningful. This book examines both data analysis and techniques for ensuring optimal experimental conditions. The array approach has applications in a number of model systems, including development, learning and drug abuse. In addition, the technique has applications in a number of neurological disorders such as Alzheimer´s disease, schizophrenia, multiple sclerosis, and neurological cancers. | | >>> Jetzt bei buecher.de - (Teil1) ansehen oder für EUR 178.95 bestellen! |
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| | Produktbeschreibung (21106780): This volume presents developments and advances in modelling passive and active control systems governed by partial differential equations. It emphasizes shape analysis, optimal shape design, controllability, nonlinear boundary control, and stabilization. The authors include essential data on exact boundary controllability of thermoelastic plates with variable transmission coefficients. | | >>> Jetzt bei buecher.de - (Teil2) ansehen oder für EUR 194.95 bestellen! |
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Signal Theory Methods in Multispectral Remote Sensing (buecher.de - (Teil1)) |  Produktbeschreibung (11412312): This textbook goes beyond the traditional survey to focus on the fundamentals of the analysis of multispectral and hyperspectral image data from the point of view of signal processing engineering. It prepares both the practitioner and the student not only to analyse such data in an optimal fashion, but to be able to astutely and critically judge the value and the validity of the material which appears in the literature.
| | >>> Jetzt bei buecher.de - (Teil1) ansehen oder für EUR 169.95 bestellen! |
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Sequential Monte Carlo Methods in Practice (buecher.de - (Teil2)) |  Produktbeschreibung (09722738): Monte Carlo methods are revolutionising the on-line analysis of data in fields as diverse as financial modelling, target tracking and computer vision. These methods, appearing under the names of bootstrap filters, condensation, optimal Monte Carlo filters, particle filters and survial of the fittest, have made it possible to solve numerically many complex, non-standarard problems that were previously intractable.
This book presents the first comprehensive treatment of these techniques, including convergence results and applications to tracking, guidance, automated target recognition, aircraft navigation, robot navigation, econometrics, financial modelling, neural networks,optimal control, optimal filtering, communications, reinforcement learning, signal enhancement, model averaging and selection, computer vision, semiconductor design, population biology, dynamic Bayesian networks, and time series analysis. This will be of great value to students, researchers and practicioners, who have some basic knowledge of probability.
Arnaud Doucet received the Ph. D. degree from the University of Paris- XI Orsay in 1997. From 1998 to 2000, he conducted research at the Signal Processing Group of Cambridge University, UK. He is currently an assistant professor at the Department of Electrical Engineering of Melbourne University, Australia. His research interests include Bayesian statistics, dynamic models and Monte Carlo methods. Nando de Freitas obtained a Ph.D. degree in information engineering from Cambridge University in 1999. He is presently a research associate with the artificial intelligence group of the University of California at Berkeley. His main research interests are in Bayesian statistics and the application of on-line and batch Monte Carlo methods to machine learning. | | >>> Jetzt bei buecher.de - (Teil2) ansehen oder für EUR 76.95 bestellen! |
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| | Produktbeschreibung (22825011): Management of Data in Clinical Trials, Second Edition explores data management-from study development to final analysis-and suggests alternative approaches, with guidelines on optimal approaches under various circumstances. It discusses various approaches to clinical trials for some of the major diseases and, now (in this edition), compares approaches in the U.S. and Europe. The text represents a valuable working resource for anyone involved in all types of clinical trials, from large multi-center trials to small single-investigator studies. The information is relevant to trials in all disease areas, done in any clinical setting. It offers in-depth coverage of accrual and follow-up phases of a clinical trial and provides valuable expert advice and step-by-step guidance on a multitude of methods. | | >>> Jetzt bei buecher.de - (Teil2) ansehen oder für EUR 70.95 bestellen! |
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| | Produktbeschreibung (09474487): This book explores data management-from study development to final analysis-and suggests alternative approaches, with guidelines on optimal approaches under various circumstances. It discusses different approaches to clinical trials for some of the major diseases and compares approaches in the U.S. and Europe. | | >>> Jetzt bei buecher.de - (Teil2) ansehen oder für EUR 112.95 bestellen! |
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| | Produktbeschreibung (22085439): This collection of robust, readily reproducible methods for microarray-based studies includes expert guidance in the optimal data analysis and informatics. On the methods side are proven techniques for monitoring subcellular RNA localization en masse, for mapping chromosomes at the resolution of a single gene, and for surveying the steady-state genome-wide distribution of DNA binding proteins in vivo. For those workers dealing with massive data sets, the book discusses the methodological aspects of data analysis and informatics in the design of microarray experiments, the choice of test statistic, and the assessment of observational significance, data reduction, and clustering. | | >>> Jetzt bei buecher.de - (Teil2) ansehen oder für EUR 92.95 bestellen! |
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