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Author : Hans-Joachim Mucha
Publisher :
ISBN 13 :
Total Pages : 24 pages
Book Rating : 4.:/5 (757 download)
Download or read book Clustering Techniques in the Interactive Statistical Computing Environment XploRe written by Hans-Joachim Mucha and published by . This book was released on 1993 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Wolfgang Härdle
Publisher : Springer Science & Business Media
ISBN 13 : 1461242142
Total Pages : 406 pages
Book Rating : 4.4/5 (612 download)
Download or read book XploRe: An Interactive Statistical Computing Environment written by Wolfgang Härdle and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes an interactive statistical computing environment called 1 XploRe. As the name suggests, support for exploratory statistical analysis is given by a variety of computational tools. XploRe is a matrix-oriented statistical language with a comprehensive set of basic statistical operations that provides highly interactive graphics, as well as a programming environ ment for user-written macros; it offers hard-wired smoothing procedures for effective high-dimensional data analysis. Its highly dynamic graphic capa bilities make it possible to construct student-level front ends for teaching basic elements of statistics. Hot keys make it an easy-to-use computing environment for statistical analysis. The primary objective of this book is to show how the XploRe system can be used as an effective computing environment for a large number of statistical tasks. The computing tasks we consider range from basic data matrix manipulations to interactive customizing of graphs and dynamic fit ting of high-dimensional statistical models. The XploRe language is similar to other statistical languages and offers an interactive help system that can be extended to user-written algorithms. The language is intuitive and read ers with access to other systems can, without major difficulty, reproduce the examples presented here and use them as a basis for further investigation.
Author : Rudolf Dutter
Publisher : Physica
ISBN 13 : 364252463X
Total Pages : 539 pages
Book Rating : 4.6/5 (425 download)
Download or read book Compstat written by Rudolf Dutter and published by Physica. This book was released on 2013-12-20 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book assembles papers which were presented at the biennial sympo sium in Computational Statistics held und er the a!uspices of the International Association for Statistical Computing (IASC), a section of ISI, the Interna tional Statistical Institute. This symposium named COMPSTAT '94 was organized by the Statistical Institutes of the University of Vienna and the University of Technology of Vienna, Austria. The series of COMPSTAT Symposia started 1974 in Vienna. Mean while they took place every other year in Berlin (Germany, 1976), Leiden (The Netherlands, 1978), Edinburgh (Great Britain, 1980), Toulouse (France, 1982), Prague (Czechoslovakia, 1984), Rom (Italy, 1986), Copenhagen (Den mark, 1988), Dubrovnik (Yugoslavia, 1990) and Neuchätel (Switzerland, 1992). This year we are celebrating the 20th anniversary in Vienna, Austria. It has obviously been observed a movement from "traditional" computa tional statistics with emphasis on methods which produce results quickly and reliably, to computationally intensive methods like resampling procedures, Bayesian methods, dynamic graphics, to very recent areas like neural net works, accentuation on spatial statistics, huge data sets, analysis strategies, etc. For the organization of the symposium, new guidelines worked out by the IASC in written form were in effect this time. The goal was to refresh somehow the spirit of the start of COMPSTAT '74, keep the tradition of the series and ensure a certain continuity in the sequence of biannual meetings.
Author : W. Härdle
Publisher : Springer Science & Business Media
ISBN 13 : 3642572928
Total Pages : 521 pages
Book Rating : 4.6/5 (425 download)
Download or read book XploRe® - Application Guide written by W. Härdle and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a detailed application guide to XploRe - an interactive statistical computing environment. As a guide it contains case studies of real data analysis situations. It helps the beginner in statistical data analysis to learn how XploRe works in real life applications. Many examples from practice are discussed and analysed in full length. Great emphasis is put on a graphic based understanding of the data interrelations. The case studies include: Survival modelling with Cox's proportional hazard regression, Vitamin C data analysis with Quantile Regression, and many others.
Author : Hizir
Publisher : Tenea Verlag Ltd.
ISBN 13 : 386504039X
Total Pages : 170 pages
Book Rating : 4.8/5 (65 download)
Download or read book Clustering and Fuzzy Techniques written by Hizir and published by Tenea Verlag Ltd.. This book was released on 2003 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Chikio Hayashi
Publisher : Springer Science & Business Media
ISBN 13 : 4431659501
Total Pages : 786 pages
Book Rating : 4.4/5 (316 download)
Download or read book Data Science, Classification, and Related Methods written by Chikio Hayashi and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains selected papers covering a wide range of topics, including theoretical and methodological advances relating to data gathering, classification and clustering, exploratory and multivariate data analysis, and knowledge seeking and discovery. The result is a broad view of the state of the art, making this an essential work not only for data analysts, mathematicians, and statisticians, but also for researchers involved in data processing at all stages from data gathering to decision making.
Author : Sigbert Klinke
Publisher : Springer Science & Business Media
ISBN 13 : 3642592422
Total Pages : 287 pages
Book Rating : 4.6/5 (425 download)
Download or read book Data Structures for Computational Statistics written by Sigbert Klinke and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the beginning of the seventies computer hardware is available to use programmable computers for various tasks. During the nineties the hardware has developed from the big main frames to personal workstations. Nowadays it is not only the hardware which is much more powerful, but workstations can do much more work than a main frame, compared to the seventies. In parallel we find a specialization in the software. Languages like COBOL for business orientated programming or Fortran for scientific computing only marked the beginning. The introduction of personal computers in the eighties gave new impulses for even further development, already at the beginning of the seven ties some special languages like SAS or SPSS were available for statisticians. Now that personal computers have become very popular the number of pro grams start to explode. Today we will find a wide variety of programs for almost any statistical purpose (Koch & Haag 1995).
Author : Charu C. Aggarwal
Publisher : CRC Press
ISBN 13 : 1466558229
Total Pages : 648 pages
Book Rating : 4.4/5 (665 download)
Download or read book Data Clustering written by Charu C. Aggarwal and published by CRC Press. This book was released on 2013-08-21 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, Data Clustering: Algorithms and Applications provides complete coverage of the entire area of clustering, from basic methods to more refined and complex data clustering approaches. It pays special attention to recent issues in graphs, social networks, and other domains. The book focuses on three primary aspects of data clustering: Methods, describing key techniques commonly used for clustering, such as feature selection, agglomerative clustering, partitional clustering, density-based clustering, probabilistic clustering, grid-based clustering, spectral clustering, and nonnegative matrix factorization Domains, covering methods used for different domains of data, such as categorical data, text data, multimedia data, graph data, biological data, stream data, uncertain data, time series clustering, high-dimensional clustering, and big data Variations and Insights, discussing important variations of the clustering process, such as semisupervised clustering, interactive clustering, multiview clustering, cluster ensembles, and cluster validation In this book, top researchers from around the world explore the characteristics of clustering problems in a variety of application areas. They also explain how to glean detailed insight from the clustering process—including how to verify the quality of the underlying clusters—through supervision, human intervention, or the automated generation of alternative clusters.
Author : Juan A. Barcelo
Publisher : CRC Press
ISBN 13 : 1482226820
Total Pages : 524 pages
Book Rating : 4.4/5 (822 download)
Download or read book Mathematics and Archaeology written by Juan A. Barcelo and published by CRC Press. This book was released on 2015-06-08 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although many archaeologists have a good understanding of the basics in computer science, statistics, geostatistics, modeling, and data mining, more literature is needed about the advanced analysis in these areas. This book aids archaeologists in learning more advanced tools and methods while also helping mathematicians, statisticians, and computer
Author : Jeffrey S. Simonoff
Publisher : Springer Science & Business Media
ISBN 13 : 0387947167
Total Pages : 356 pages
Book Rating : 4.3/5 (879 download)
Download or read book Smoothing Methods in Statistics written by Jeffrey S. Simonoff and published by Springer Science & Business Media. This book was released on 1996-06-06 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focussing on applications, this book covers a very broad range, including simple and complex univariate and multivariate density estimation, nonparametric regression estimation, categorical data smoothing, and applications of smoothing to other areas of statistics. It will thus be of particular interest to data analysts, as arguments generally proceed from actual data rather than statistical theory, while the "Background Material" sections will interest statisticians studying the field. Over 750 references allow researchers to find the original sources for more details, and the "Computational Issues" sections provide sources for statistical software that use the methods discussed. Each chapter includes exercises with a heavily computational focus based upon the data sets used in the book, making it equally suitable as a textbook for a course in smoothing.
Author : Hans-Hermann Bock
Publisher : Springer Science & Business Media
ISBN 13 : 364246808X
Total Pages : 475 pages
Book Rating : 4.6/5 (424 download)
Download or read book Information Systems and Data Analysis written by Hans-Hermann Bock and published by Springer Science & Business Media. This book was released on 2013-03-13 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 17th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Kaiserslautern, March 3 - 5, 1993
Author : Fabio Gennaretti
Publisher : Frontiers Media SA
ISBN 13 : 2832503047
Total Pages : 179 pages
Book Rating : 4.8/5 (325 download)
Download or read book Quantitative Wood Anatomy to Explore Tree Responses to Global Change written by Fabio Gennaretti and published by Frontiers Media SA. This book was released on 2022-10-20 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Martin Schader
Publisher : Springer Science & Business Media
ISBN 13 : 3642189911
Total Pages : 702 pages
Book Rating : 4.6/5 (421 download)
Download or read book Between Data Science and Applied Data Analysis written by Martin Schader and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume presents new developments in data analysis and classification and gives an overview of the state of the art in these scientific fields and relevant applications. Areas that receive considerable attention in the book are clustering, discrimination, data analysis, and statistics, as well as applications in economics, biology, and medicine it provides recent technical and methodological developments and a large number of application papers demonstrating the usefulness of the newly developed techniques.
Author : Brian S. Everitt
Publisher :
ISBN 13 :
Total Pages : 122 pages
Book Rating : 4.:/5 (878 download)
Download or read book Cluster Analysis written by Brian S. Everitt and published by . This book was released on 1977 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Wolfgang Bandilla
Publisher :
ISBN 13 :
Total Pages : 530 pages
Book Rating : 4.E/5 ( download)
Download or read book Advances in statistical software 6 written by Wolfgang Bandilla and published by . This book was released on 1997 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ross Maciejewski
Publisher : Springer Nature
ISBN 13 : 3031025997
Total Pages : 75 pages
Book Rating : 4.0/5 (31 download)
Download or read book Data Representations, Transformations, and Statistics for Visual Reasoning written by Ross Maciejewski and published by Springer Nature. This book was released on 2022-06-01 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analytical reasoning techniques are methods by which users explore their data to obtain insight and knowledge that can directly support situational awareness and decision making. Recently, the analytical reasoning process has been augmented through the use of interactive visual representations and tools which utilize cognitive, design and perceptual principles. These tools are commonly referred to as visual analytics tools, and the underlying methods and principles have roots in a variety of disciplines. This chapter provides an introduction to young researchers as an overview of common visual representations and statistical analysis methods utilized in a variety of visual analytics systems. The application and design of visualization and analytical algorithms are subject to design decisions, parameter choices, and many conflicting requirements. As such, this chapter attempts to provide an initial set of guidelines for the creation of the visual representation, including pitfalls and areas where the graphics can be enhanced through interactive exploration. Basic analytical methods are explored as a means of enhancing the visual analysis process, moving from visual analysis to visual analytics. Table of Contents: Data Types / Color Schemes / Data Preconditioning / Visual Representations and Analysis / Summary
Author : Saiz-Álvarez, José Manuel
Publisher : IGI Global
ISBN 13 : 1522500987
Total Pages : 635 pages
Book Rating : 4.5/5 (225 download)
Download or read book Handbook of Research on Social Entrepreneurship and Solidarity Economics written by Saiz-Álvarez, José Manuel and published by IGI Global. This book was released on 2016-05-19 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: Education programs in social entrepreneurship helps to create and fill jobs devoted to developing the local economy, which has become a dual transfer strategy by which a virtuous circle occurs between a retrofitted educational system based on social entrepreneurship, and vocational students who are highly entrepreneurial. The Handbook of Research on Social Entrepreneurship and Solidarity Economics focuses on practical experience and theoretical models for popularizing the concept of social entrepreneurship as a critical element of economic growth. Emphasizing the ways in which social entrepreneurship benefits developing regions, small and medium enterprises, and low-income communities, this handbook of research is a pivotal reference source for professionals, academics, and graduate-level students in the fields of economics, business administration, sociology, education, politics, and international relations.
