Download Interactive and Dynamic Graphics for Data Analysis PDF

Interactive and Dynamic Graphics for Data Analysis

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Publisher : Springer Science & Business Media
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ISBN 13 : 0387717617
Pages : 202 pages
Rating : 4.6/5 (717 downloads)

Download Interactive and Dynamic Graphics for Data Analysis PDF Format Full Free by Dianne Cook and published by Springer Science & Business Media. This book was released on 2007-12-12 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about using interactive and dynamic plots on a computer screen as part of data exploration and modeling, both alone and as a partner with static graphics and non-graphical computational methods. The area of int- active and dynamic data visualization emerged within statistics as part of research on exploratory data analysis in the late 1960s, and it remains an active subject of research today, as its use in practice continues to grow. It now makes substantial contributions within computer science as well, as part of the growing ?elds of information visualization and data mining, especially visual data mining. The material in this book includes: • An introduction to data visualization, explaining how it di?ers from other types of visualization. • Adescriptionofourtoolboxofinteractiveanddynamicgraphicalmethods. • An approach for exploring missing values in data. • An explanation of the use of these tools in cluster analysis and supervised classi?cation. • An overview of additional material available on the web. • A description of the data used in the analyses and exercises. The book’s examples use the software R and GGobi. R (Ihaka & Gent- man 1996, RDevelopment CoreTeam2006) isafreesoftware environment for statistical computing and graphics; it is most often used from the command line, provides a wide variety of statistical methods, and includes high–quality staticgraphics.RaroseintheStatisticsDepartmentoftheUniversityofAu- land and is now developed and maintained by a global collaborative e?ort.


Download Visual Statistics PDF

Visual Statistics

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Publisher : John Wiley & Sons
Release Date :
ISBN 13 : 1118165411
Pages : 363 pages
Rating : 4.4/5 (165 downloads)

Download Visual Statistics PDF Format Full Free by Forrest W. Young and published by John Wiley & Sons. This book was released on 2011-09-15 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Download Interactive Graphics for Data Analysis PDF

Interactive Graphics for Data Analysis

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Publisher : CRC Press
Release Date :
ISBN 13 : 100073823X
Pages : 290 pages
Rating : 4.2/5 (738 downloads)

Download Interactive Graphics for Data Analysis PDF Format Full Free by Martin Theus and published by CRC Press. This book was released on 2008-10-24 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interactive Graphics for Data Analysis: Principles and Examples discusses exploratory data analysis (EDA) and how interactive graphical methods can help gain insights as well as generate new questions and hypotheses from datasets.Fundamentals of Interactive Statistical GraphicsThe first part of the book summarizes principles and methodology, demons


Download Statistical Challenges in Astronomy PDF

Statistical Challenges in Astronomy

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Publisher : Springer Science & Business Media
Release Date :
ISBN 13 : 0387215298
Pages : 506 pages
Rating : 4.2/5 (215 downloads)

Download Statistical Challenges in Astronomy PDF Format Full Free by Eric D. Feigelson and published by Springer Science & Business Media. This book was released on 2006-05-26 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital sky surveys, high-precision astrometry from satellite data, deep-space data from orbiting telescopes, and the like have all increased the quantity and quality of astronomical data by orders of magnitude per year for several years. Making sense of this wealth of data requires sophisticated statistical techniques. Fortunately, statistical methodologies have similarly made great strides in recent years. Powerful synergies thus emerge when astronomers and statisticians join in examining astrostatistical problems and approaches. The book begins with an historical overview and tutorial articles on basic cosmology for statisticians and the principles of Bayesian analysis for astronomers. As in earlier volumes in this series, research contributions discussing topics in one field are joined with commentary from scholars in the other. Thus, for example, an overview of Bayesian methods for Poissonian data is joined by discussions of planning astronomical observations with optimal efficiency and nested models to deal with instrumental effects. The principal theme for the volume is the statistical methods needed to model fundamental characteristics of the early universe on its largest scales.


Download Introduction to Statistical Methods for Biosurveillance PDF

Introduction to Statistical Methods for Biosurveillance

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Publisher : Cambridge University Press
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ISBN 13 : 0521191343
Pages : 418 pages
Rating : 4.3/5 (191 downloads)

Download Introduction to Statistical Methods for Biosurveillance PDF Format Full Free by Ronald D. Fricker and published by Cambridge University Press. This book was released on 2013-02-25 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: "While the public health philosophy of the 20th Century -- emphasizing prevention -- is ideal for addressing natural disease outbreaks, it is not sufficient to confront 21st Century threats where adversaries may use biological weapons agents as part of along-term campaign of aggression and terror. Health care providers and public health officers are among our first lines of defense. Therefore, we are building on the progress of the past three years to further improve the preparedness of our public health and medical systems to address current and future BW [biological warfare] threats and to respond with greater speed and flexibility to multiple or repetitive attacks." Homeland Security Presidential Directive 21 Bioterrorism is not a new threat in the 21st century -- thousands of years ago the plague and other contagious diseases were used in warfare -- but today the potential for catastrophic outcomes is greater than it has ever been. To address this threat, the medical and public health communities are putting various measures in place, including systems designed to pro-actively mon- itor populations for possible disease outbreaks"--Provided by publisher.


Download Visualizing Time PDF

Visualizing Time

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Publisher : Springer Science & Business Media
Release Date :
ISBN 13 : 9780387779072
Pages : 256 pages
Rating : 4.7/5 (387 downloads)

Download Visualizing Time PDF Format Full Free by Graham Wills and published by Springer Science & Business Media. This book was released on 2011-12-02 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Art, or Science? Which of these is the right way to think of the field of visualization? This is not an easy question to answer, even for those who have many years experience in making graphical depictions of data with a view to help people understand it and take action. In this book, Graham Wills bridges the gap between the art and the science of visually representing data. He does not simply give rules and advice, but bases these on general principles and provide a clear path between them This book is concerned with the graphical representation of time data and is written to cover a range of different users. A visualization expert designing tools for displaying time will find it valuable, but so also should a financier assembling a report in a spreadsheet, or a medical researcher trying to display gene sequences using a commercial statistical package.


Download Handbook of Computational Statistics PDF

Handbook of Computational Statistics

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Publisher : Springer Science & Business Media
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ISBN 13 : 3642215513
Pages : 1192 pages
Rating : 4.5/5 (215 downloads)

Download Handbook of Computational Statistics PDF Format Full Free by James E. Gentle and published by Springer Science & Business Media. This book was released on 2012-07-06 with total page 1192 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Computational Statistics - Concepts and Methods (second edition) is a revision of the first edition published in 2004, and contains additional comments and updated information on the existing chapters, as well as three new chapters addressing recent work in the field of computational statistics. This new edition is divided into 4 parts in the same way as the first edition. It begins with "How Computational Statistics became the backbone of modern data science" (Ch.1): an overview of the field of Computational Statistics, how it emerged as a separate discipline, and how its own development mirrored that of hardware and software, including a discussion of current active research. The second part (Chs. 2 - 15) presents several topics in the supporting field of statistical computing. Emphasis is placed on the need for fast and accurate numerical algorithms, and some of the basic methodologies for transformation, database handling, high-dimensional data and graphics treatment are discussed. The third part (Chs. 16 - 33) focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Lastly, a set of selected applications (Chs. 34 - 38) like Bioinformatics, Medical Imaging, Finance, Econometrics and Network Intrusion Detection highlight the usefulness of computational statistics in real-world applications.


Download Handbook of Applied Spatial Analysis PDF

Handbook of Applied Spatial Analysis

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Publisher : Springer Science & Business Media
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ISBN 13 : 3642036473
Pages : 811 pages
Rating : 4.4/5 (36 downloads)

Download Handbook of Applied Spatial Analysis PDF Format Full Free by Manfred M. Fischer and published by Springer Science & Business Media. This book was released on 2009-12-24 with total page 811 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook is written for academics, researchers, practitioners and advanced graduate students. It has been designed to be read by those new or starting out in the field of spatial analysis as well as by those who are already familiar with the field. The chapters have been written in such a way that readers who are new to the field will gain important overview and insight. At the same time, those readers who are already practitioners in the field will gain through the advanced and/or updated tools and new materials and state-of-the-art developments included. This volume provides an accounting of the diversity of current and emergent approaches, not available elsewhere despite the many excellent journals and te- books that exist. Most of the chapters are original, some few are reprints from the Journal of Geographical Systems, Geographical Analysis, The Review of Regional Studies and Letters of Spatial and Resource Sciences. We let our contributors - velop, from their particular perspective and insights, their own strategies for m- ping the part of terrain for which they were responsible. As the chapters were submitted, we became the first consumers of the project we had initiated. We gained from depth, breadth and distinctiveness of our contributors’ insights and, in particular, the presence of links between them.


Download Dynamic Graphics Statistics PDF

Dynamic Graphics Statistics

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Publisher : CRC Press
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ISBN 13 : 9780534091446
Pages : 454 pages
Rating : 4.0/5 (534 downloads)

Download Dynamic Graphics Statistics PDF Format Full Free by Cleveland and published by CRC Press. This book was released on 1988-07-08 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential characteristic of a dynamic graphical method is the direct manipulation of elements of a graph on a computer screen, which in high-performance implementations, the elements change virtually instantaneously on the screen. This book contains a collection of papers about dynamic graphics dating from the late 1960s to 1988. Although technology has advanced considerably, the fundamental ideas about basic graphical principles and data-analytic goals are still relevant today.


Download Software Engineering for Resilient Systems PDF

Software Engineering for Resilient Systems

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Publisher : Springer
Release Date :
ISBN 13 : 364240894X
Pages : 199 pages
Rating : 4.9/5 (48 downloads)

Download Software Engineering for Resilient Systems PDF Format Full Free by Anatoliy Gorbenko and published by Springer. This book was released on 2013-09-12 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Workshop on Software Engineering for Resilient Systems, SERENE 2013, held in Kiev, Ukraine, in October 2013. The 13 revised full papers were carefully reviewed and selected from 21 submissions. The papers are organized in topical sections on resilient software and design, rigorous reasoning, applications, concepts, and analysis.


Download Environmental Monitoring PDF

Environmental Monitoring

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Publisher : BoD – Books on Demand
Release Date :
ISBN 13 : 9533077247
Pages : 542 pages
Rating : 4.2/5 (77 downloads)

Download Environmental Monitoring PDF Format Full Free by Ema Ekundayo and published by BoD – Books on Demand. This book was released on 2011-11-04 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Environmental Monitoring" is a book designed by InTech - Open Access Publisher in collaboration with scientists and researchers from all over the world. The book is designed to present recent research advances and developments in the field of environmental monitoring to a global audience of scientists, researchers, environmental educators, administrators, managers, technicians, students, environmental enthusiasts and the general public. The book consists of a series of sections and chapters addressing topics like the monitoring of heavy metal contaminants in varied environments, biolgical monitoring/ecotoxicological studies; and the use of wireless sensor networks/Geosensor webs in environmental monitoring.


Download Data Mining and Data Visualization PDF

Data Mining and Data Visualization

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Publisher : Elsevier
Release Date :
ISBN 13 : 9780080459400
Pages : 800 pages
Rating : 4.4/5 (8 downloads)

Download Data Mining and Data Visualization PDF Format Full Free by and published by Elsevier. This book was released on 2005-05-02 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining and Data Visualization focuses on dealing with large-scale data, a field commonly referred to as data mining. The book is divided into three sections. The first deals with an introduction to statistical aspects of data mining and machine learning and includes applications to text analysis, computer intrusion detection, and hiding of information in digital files. The second section focuses on a variety of statistical methodologies that have proven to be effective in data mining applications. These include clustering, classification, multivariate density estimation, tree-based methods, pattern recognition, outlier detection, genetic algorithms, and dimensionality reduction. The third section focuses on data visualization and covers issues of visualization of high-dimensional data, novel graphical techniques with a focus on human factors, interactive graphics, and data visualization using virtual reality. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with a new data paradigm. Distinguished contributors who are international experts in aspects of data mining Includes data mining approaches to non-numerical data mining including text data, Internet traffic data, and geographic data Highly topical discussions reflecting current thinking on contemporary technical issues, e.g. streaming data Discusses taxonomy of dataset sizes, computational complexity, and scalability usually ignored in most discussions Thorough discussion of data visualization issues blending statistical, human factors, and computational insights


Download Visible Numbers PDF

Visible Numbers

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Publisher : Routledge
Release Date :
ISBN 13 : 1351537601
Pages : 343 pages
Rating : 4.6/5 (537 downloads)

Download Visible Numbers PDF Format Full Free by Charles Kostelnick and published by Routledge. This book was released on 2017-07-05 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing together scholars from around the world, this collection examines many of the historical developments in making data visible through charts, graphs, thematic maps, and now interactive displays. Today, we are used to seeing data portrayed in a dizzying array of graphic forms. Virtually any quantified knowledge, from social and physical science to engineering and medicine, as well as business, government, or personal activity, has been visualized. Yet the methods of making data visible are relatively new innovations, most stemming from eighteenth- and nineteenth-century innovations that arose as a logical response to a growing desire to quantify everything-from science, economics, and industry to population, health, and crime. Innovators such as Playfair, Alexander von Humboldt, Heinrich Berghaus, John Snow, Florence Nightingale, Francis Galton, and Charles Minard began to develop graphical methods to make data and their relations more visible. In the twentieth century, data design became both increasingly specialized within new and existing disciplines-science, engineering, social science, and medicine-and at the same time became further democratized, with new forms that make statistical, business, and government data more accessible to the public. At the close of the twentieth century and the beginning of the twenty-first, an explosion in interactive digital data design has exponentially increased our access to data. The contributors analyze this fascinating history through a variety of critical approaches, including visual rhetoric, visual culture, genre theory, and fully contextualized historical scholarship.


Download Image Politics of Climate Change PDF

Image Politics of Climate Change

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Publisher : transcript Verlag
Release Date :
ISBN 13 : 3839426103
Pages : 388 pages
Rating : 4.1/5 (426 downloads)

Download Image Politics of Climate Change PDF Format Full Free by Birgit Schneider and published by transcript Verlag. This book was released on 2014-06-30 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific research on climate change has given rise to a variety of images picturing climate change. These range from colorful expert graphics, model visualizations, photographs of extreme weather events like floods, droughts or melting ice, symbols like polar bears, to animated and interactive visualizations. Climate change graphics have not only increased knowledge about the subject, they have begun to influence popular awareness of global weather events. The status of climate pictures today is particularly crucial, as global climate change as a long-term process cannot be seen. When images are widely distributed, they are able to shape how the world is thought about and seen. It is this implicit basic assumption of the power of images to influence reality that this book addresses: today's images might become the blueprint for tomorrow's realities. »Image Politics of Climate Change« combines a wide interdisciplinary range of perspectives and questions, treated here in sixteen interdisciplinary case studies. The author's specializations include both visual practice and theory: in the fields of climate sciences, computer graphics, art, curating, art history and visual studies, communication and cultural science, environmental and science & technology studies. The close interlinking of these viewpoints promotes in-depth insights into issues of production and analysis of climate visualization.


Download Visualizing Data Patterns with Micromaps PDF

Visualizing Data Patterns with Micromaps

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Publisher : CRC Press
Release Date :
ISBN 13 : 9781420075748
Pages : 182 pages
Rating : 4.0/5 (42 downloads)

Download Visualizing Data Patterns with Micromaps PDF Format Full Free by Daniel B. Carr and published by CRC Press. This book was released on 2010-04-29 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: After more than 15 years of development drawing on research in cognitive psychology, statistical graphics, computer science, and cartography, micromap designs are becoming part of mainstream statistical visualizations. Bringing together the research of two leaders in this field, Visualizing Data Patterns with Micromaps presents the many design variations and applications of micromaps, which link statistical information to an organized set of small maps. This full-color book helps readers simultaneously explore the statistical and geographic patterns in their data. After illustrating the three main types of micromaps, the authors summarize the research behind the design of visualization tools that support exploration and communication of spatial data patterns. They then explain how these research findings can be applied to micromap designs in general and detail the specifics involved with linked, conditioned, and comparative micromap designs. To compare and contrast their purposes, limitations, and strengths, the final chapter applies all three of these techniques to the same demographic data for Louisiana before and after Hurricanes Katrina and Rita. Supplementary website Offering numerous ancillary features, the book’s website at http://mason.gmu.edu/~dcarr/Micromaps/ provides many boundary files and real data sets that address topics, such species biodiversity and alcoholism. One complete folder of data examples presents cancer statistics, risk factors, and demographic data. The site includes CCmaps, the dynamic implementation of conditioned micromaps written in Java, as well as a link to a generalized micromaps program. It also contains R functions and scripts for linked and comparative micromaps, enabling re-creation of all the corresponding examples in the book.


Download Machine Learning and Knowledge Discovery in Databases PDF

Machine Learning and Knowledge Discovery in Databases

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Publisher : Springer
Release Date :
ISBN 13 : 3642159397
Pages : 632 pages
Rating : 4.3/5 (159 downloads)

Download Machine Learning and Knowledge Discovery in Databases PDF Format Full Free by José L. Balcázar and published by Springer. This book was released on 2010-08-18 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation. This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2010, held in Barcelona, Spain, in September 2010. The 120 revised full papers presented in three volumes, together with 12 demos (out of 24 submitted demos), were carefully reviewed and selected from 658 paper submissions. In addition, 7 ML and 7 DM papers were distinguished by the program chairs on the basis of their exceptional scientific quality and high impact on the field. The conference intends to provide an international forum for the discussion of the latest high quality research results in all areas related to machine learning and knowledge discovery in databases. A topic widely explored from both ML and DM perspectives was graphs, with motivations ranging from molecular chemistry to social networks.


Download A History of Data Visualization and Graphic Communication PDF

A History of Data Visualization and Graphic Communication

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Publisher : Harvard University Press
Release Date :
ISBN 13 : 0674975235
Pages : 337 pages
Rating : 4.2/5 (975 downloads)

Download A History of Data Visualization and Graphic Communication PDF Format Full Free by Michael Friendly and published by Harvard University Press. This book was released on 2021-06-08 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive history of data visualizationÑits origins, rise, and effects on the ways we think about and solve problems. With complex information everywhere, graphics have become indispensable to our daily lives. Navigation apps show real-time, interactive traffic data. A color-coded map of exit polls details election balloting down to the county level. Charts communicate stock market trends, government spending, and the dangers of epidemics. A History of Data Visualization and Graphic Communication tells the story of how graphics left the exclusive confines of scientific research and became ubiquitous. As data visualization spread, it changed the way we think. Michael Friendly and Howard Wainer take us back to the beginnings of graphic communication in the mid-seventeenth century, when the Dutch cartographer Michael Florent van Langren created the first chart of statistical data, which showed estimates of the distance from Rome to Toledo. By 1786 William Playfair had invented the line graph and bar chart to explain trade imports and exports. In the nineteenth century, the Ògolden ageÓ of data display, graphics found new uses in tracking disease outbreaks and understanding social issues. Friendly and Wainer make the case that the explosion in graphical communication both reinforced and was advanced by a cognitive revolution: visual thinking. Across disciplines, people realized that information could be conveyed more effectively by visual displays than by words or tables of numbers. Through stories and illustrations, A History of Data Visualization and Graphic Communication details the 400-year evolution of an intellectual framework that has become essential to both science and society at large.