Wiley Series in Computational Statistics – serie
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13 produkter
Computational Statistics
Av Geof H. Givens, Jennifer A. Hoeting
Inbunden, 2012
1527 kr
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This new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing. The book is comprised of four main parts spanning the field: OptimizationIntegration and SimulationBootstrappingDensity Estimation and SmoothingWithin these sections,each chapter …
Symbolic Data Analysis
Conceptual Statistics and Data Mining
Inbunden, 2007
1283 kr
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With the advent of computers, very large datasets have become routine. Standard statistical methods don’t have the power or flexibility to analyse these efficiently, and extract the required knowledge. An alternative approach is to summarize a large dataset in such a way that the resulting summary …
Bayesian Modeling Using WinBUGS
Inbunden, 2009
1931 kr
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A hands-on introduction to the principles of Bayesian modeling using WinBUGS Bayesian Modeling Using WinBUGS provides an easily accessible introduction to the use of WinBUGS programming techniques in a variety of Bayesian modeling settings. The author provides an accessible treatment of the topic, …
Statistical and Machine Learning Approaches for Network Analysis
Av Matthias Dehmer, Subhash C. Basak
Inbunden, 2012
1527 kr
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Explore the multidisciplinary nature of complex networks through machine learning techniquesStatistical and Machine Learning Approaches for Network Analysis provides an accessible framework for structurally analyzing graphs by bringing together known and novel approaches on graph classes and graph …
Multivariate Nonparametric Regression and Visualization
With R and Applications to Finance
Inbunden, 2014
1471 kr
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A modern approach to statistical learning and its applications through visualization methodsWith a unique and innovative presentation, Multivariate Nonparametric Regression and Visualization provides readers with the core statistical concepts to obtain complete and accurate predictions when given a …
Data Mining and Statistics for Decision Making
Inbunden, 2011
1057 kr
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Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is the ideal tool for such an extraction of knowledge. Data mining is usually associated with a business or …
Large-Scale Inverse Problems and Quantification of Uncertainty
Av Lorenz Biegler, George Biros m. fl.
Inbunden, 2010
1611 kr
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This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with Kalman filtering methods and optimization-based …
Clustering Methodology for Symbolic Data
Inbunden, 2019
955 kr
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Covers everything readers need to know about clustering methodology for symbolic data—including new methods and headings—while providing a focus on multi-valued list data, interval data and histogram dataThis book presents all of the latest developments in the field of clustering methodology for …
Graphical Models
Representations for Learning, Reasoning and Data Mining
Av Christian Borgelt, Matthias Steinbrecher m. fl.
Inbunden, 2009
1447 kr
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Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to learning relational, probabilistic, and possibilistic networks from data, this second edition of Graphical Models is thoroughly updated to …
Advanced Markov Chain Monte Carlo Methods
Learning from Past Samples
Av Faming Liang, Chuanhai Liu m. fl.
Inbunden, 2010
1369 kr
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Markov Chain Monte Carlo (MCMC) methods are now an indispensable tool in scientific computing. This book discusses recent developments of MCMC methods with an emphasis on those making use of past sample information during simulations. The application examples are drawn from diverse fields such as …
Statistical Approach to Neural Networks for Pattern Recognition
Inbunden, 2007
1597 kr
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An accessible and up-to-date treatment featuring the connection between neural networks and statistics A Statistical Approach to Neural Networks for Pattern Recognition presents a statistical treatment of the Multilayer Perceptron (MLP), which is the most widely used of the neural network models. …
Introduction to Statistical Computing
A Simulation-based Approach
Av Jochen Voss
Inbunden, 2013
899 kr
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A comprehensive introduction to sampling-based methods in statistical computing The use of computers in mathematics and statistics has opened up a wide range of techniques for studying otherwise intractable problems. Sampling-based simulation techniques are now an invaluable tool for exploring …
Graphical Models
Representations for Learning, Reasoning and Data Mining
Av Christian Borgelt, Matthias Steinbrecher m. fl.
2009
1027 kr
Tillfälligt slut
Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to learning relational, probabilistic, and possibilistic networks from data, this second edition of Graphical Models is thoroughly updated to …
