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Interactive And Dynamic Graphics For Data Analysis

Author: Dianne Cook
Publisher: Springer Science & Business Media
ISBN: 0387717625
Size: 67.51 MB
Format: PDF, Docs
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This richly illustrated book describes the use of interactive and dynamic graphics as part of multidimensional data analysis. Chapter topics include clustering, supervised classification, and working with missing values. A variety of plots and interaction methods are used in each analysis, often starting with brushing linked low-dimensional views and working up to manual manipulation of tours of several variables. The book is augmented by a wealth of online material.

Handbook Of Computational Statistics

Author: Yuichi Mori
Publisher: Springer Science & Business Media
ISBN: 9783540404644
Size: 57.96 MB
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The Handbook of Computational Statistics: Concepts and Methodology is divided into four parts. It begins with an overview over the field of Computational Statistics. The second part presents several topics in the supporting field of statistical computing. Emphasis is placed on the need of fast and accurate numerical algorithms and it discusses some of the basic methodologies for transformation, data base handling and graphics treatment. The third part focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Finally a set of selected applications like Bioinformatics, Medical Imaging, Finance and Network Intrusion Detection highlight the usefulness of computational statistics.

Time Series Analysis

Author: Tata Subba Rao
Publisher: Elsevier
ISBN: 0444538585
Size: 15.42 MB
Format: PDF, ePub
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The field of statistics not only affects all areas of scientific activity, but also many other matters such as public policy. It is branching rapidly into so many different subjects that a series of handbooks is the only way of comprehensively presenting the various aspects of statistical methodology, applications, and recent developments. The Handbook of Statistics is a series of self-contained reference books. Each volume is devoted to a particular topic in statistics, with Volume 30 dealing with time series. The series is addressed to the entire community of statisticians and scientists in various disciplines who use statistical methodology in their work. At the same time, special emphasis is placed on applications-oriented techniques, with the applied statistician in mind as the primary audience. Comprehensively presents the various aspects of statistical methodology Discusses a wide variety of diverse applications and recent developments Contributors are internationally renowened experts in their respective areas

Programmieren Mit R

Author: Uwe Ligges
Publisher: Springer-Verlag
ISBN: 3540799982
Size: 54.58 MB
Format: PDF, Mobi
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R ist eine objektorientierte und interpretierte Sprache und Programmierumgebung für Datenanalyse und Grafik. Ausführlich führt der Autor in die Grundlagen ein und vermittelt eingängig die Struktur der Sprache. So ermöglicht er Lesern den leichten Einstieg: eigene Methoden umsetzen, Objektklassen definieren und Pakete aus Funktionen und zugehöriger Dokumentation zusammenstellen. Detailliert beschreibt er die enormen Grafikfähigkeiten von R. Für alle, die R als flexibles Werkzeug zur Datenanalyse und -visualisierung einsetzen. In 2. Auflage mit vielen Verbesserungen und Neuerungen von R-2.3.x und weiteren von Lesern gewünschten Ergänzungen.

Handbook Of Data Visualization

Author: Chun-houh Chen
Publisher: Springer Science & Business Media
ISBN: 9783540330370
Size: 40.29 MB
Format: PDF, Mobi
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Visualizing the data is an essential part of any data analysis. Modern computing developments have led to big improvements in graphic capabilities and there are many new possibilities for data displays. This book gives an overview of modern data visualization methods, both in theory and practice. It details modern graphical tools such as mosaic plots, parallel coordinate plots, and linked views. Coverage also examines graphical methodology for particular areas of statistics, for example Bayesian analysis, genomic data and cluster analysis, as well software for graphics.

Using R And Rstudio For Data Management Statistical Analysis And Graphics

Author: Nicholas J. Horton
Publisher: CRC Press
ISBN: 1482237377
Size: 40.73 MB
Format: PDF, ePub, Docs
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Improve Your Analytical SkillsIncorporating the latest R packages as well as new case studies and applications, Using R and RStudio for Data Management, Statistical Analysis, and Graphics, Second Edition covers the aspects of R most often used by statistical analysts. New users of R will find the book's simple approach easy to understand while more

Visual Statistics

Author: Forrest W. Young
Publisher: John Wiley & Sons
ISBN: 1118165411
Size: 21.33 MB
Format: PDF, ePub, Docs
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A visually intuitive approach to statistical data analysis Visual Statistics brings the most complex and advanced statisticalmethods within reach of those with little statistical training byusing animated graphics of the data. Using ViSta: The VisualStatistics System-developed by Forrest Young and Pedro Valero-Moraand available free of charge on the Internet-students can easilycreate fully interactive visualizations from relevant mathematicalstatistics, promoting perceptual and cognitive understanding of thedata's story. An emphasis is placed on a paradigm for understandingdata that is visual, intuitive, geometric, and active, rather thanone that relies on convoluted logic, heavy mathematics, systems ofalgebraic equations, or passive acceptance of results. A companion Web site complements the book by further demonstratingthe concept of creating interactive and dynamic graphics. The bookprovides users with the opportunity to view the graphics in adynamic way by illustrating how to analyze statistical data andexplore the concepts of visual statistics. Visual Statistics addresses and features the followingtopics: * Why use dynamic graphics? * A history of statistical graphics * Visual statistics and the graphical user interface * Visual statistics and the scientific method * Character-based statistical interface objects * Graphics-based statistical interfaces * Visualization for exploring univariate data This is an excellent textbook for undergraduate courses in dataanalysis and regression, for students majoring or minoring instatistics, mathematics, science, engineering, and computerscience, as well as for graduate-level courses in mathematics. Thebook is also ideal as a reference/self-study guide for engineers,scientists, and mathematicians. With contributions by highly regarded professionals in the field,Visual Statistics not only improves a student's understanding ofstatistics, but also builds confidence to overcome problems thatmay have previously been intimidating.

Proceedings Of The 2nd European Simulation Congress Sept 9 12 1986 The Park Hotel Antwerp Belgium

Author: Philippe Geril
Publisher: VSP
ISBN: 9789067640954
Size: 74.81 MB
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This Proceedings volume deals with the uses and problems of simulation in a wide variety of fields and provides a comprehensive overview of the subject. The 130 internationally contributed papers cover the methodologies and algorithms of simulation techniques and simulation tools --- including both hardware and software. The simulation of well-defined systems is covered, as is the simulation of ill-defined systems. In addition to the more advanced methodologies and new mathematical concepts discussed here emphasis is given to the advanced information processing techniques. Advanced information processing encompasses the nonconventional data processing (multiprocessor and pipelining techniques) the automation of data acquisition (information base management systems), as well as the automation of the reasoning process and the knowledge acquisition (knowledge based systems). Such techniques will allow research workers to concentrate on the disciplinary aspects of the implemented problem, rather than on computer implementation and programming aspects.

Market Data Analysis Using Jmp

Author: Walter R. Paczkowski
Publisher: SAS Institute
ISBN: 1629604852
Size: 75.63 MB
Format: PDF, Mobi
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With the powerful interactive and visual functionality of JMP, you can dynamically analyze market data to transform it into actionable and useful information with clear, concise, and insightful reports and displays. Market Data Analysis Using JMP is a unique example-driven book because it has a specific application focus: market data analysis. A working knowledge of JMP will help you turn your market data into vital knowledge that will help you succeed in a highly competitive, fast-moving, and dynamic business world. This book can be used as a stand-alone resource for working professionals, or as a supplement to a business school course in market data research. Anyone who works with market data will benefit from reading and studying this book, then using JMP to apply the dynamic analytical concepts to their market data. After reading this book, you will be able to quickly and effortlessly use JMP to: prepare market data for analysis use and interpret sophisticated statistical methods build choice models estimate regression models to turn data into useful and actionable information Market Data Analysis Using JMP will teach you how to use dynamic graphics to illustrate your market data analysis and explore the vast possibilities that your data can offer!