Combinatorial Inference In Geometric Data Analysis
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Combinatorial Inference In Geometric Data Analysis
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Author : Brigitte Le Roux
language : en
Publisher: CRC Press
Release Date : 2019-03-20
Combinatorial Inference In Geometric Data Analysis written by Brigitte Le Roux and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-20 with Mathematics categories.
Geometric Data Analysis designates the approach of Multivariate Statistics that conceptualizes the set of observations as a Euclidean cloud of points. Combinatorial Inference in Geometric Data Analysis gives an overview of multidimensional statistical inference methods applicable to clouds of points that make no assumption on the process of generating data or distributions, and that are not based on random modelling but on permutation procedures recasting in a combinatorial framework. It focuses particularly on the comparison of a group of observations to a reference population (combinatorial test) or to a reference value of a location parameter (geometric test), and on problems of homogeneity, that is the comparison of several groups for two basic designs. These methods involve the use of combinatorial procedures to build a reference set in which we place the data. The chosen test statistics lead to original extensions, such as the geometric interpretation of the observed level, and the construction of a compatibility region. Features: Defines precisely the object under study in the context of multidimensional procedures, that is clouds of points Presents combinatorial tests and related computations with R and Coheris SPAD software Includes four original case studies to illustrate application of the tests Includes necessary mathematical background to ensure it is self–contained This book is suitable for researchers and students of multivariate statistics, as well as applied researchers of various scientific disciplines. It could be used for a specialized course taught at either master or PhD level.
Geometric Data Analysis
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Author : Brigitte Le Roux
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-01-16
Geometric Data Analysis written by Brigitte Le Roux and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-01-16 with Mathematics categories.
Geometric Data Analysis (GDA) is the name suggested by P. Suppes (Stanford University) to designate the approach to Multivariate Statistics initiated by Benzécri as Correspondence Analysis, an approach that has become more and more used and appreciated over the years. This book presents the full formalization of GDA in terms of linear algebra - the most original and far-reaching consequential feature of the approach - and shows also how to integrate the standard statistical tools such as Analysis of Variance, including Bayesian methods. Chapter 9, Research Case Studies, is nearly a book in itself; it presents the methodology in action on three extensive applications, one for medicine, one from political science, and one from education (data borrowed from the Stanford computer-based Educational Program for Gifted Youth ). Thus the readership of the book concerns both mathematicians interested in the applications of mathematics, and researchers willing to master an exceptionally powerful approach of statistical data analysis.
Geometric And Topological Inference
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Author : Jean-Daniel Boissonnat
language : en
Publisher: Cambridge University Press
Release Date : 2018-09-27
Geometric And Topological Inference written by Jean-Daniel Boissonnat and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-27 with Computers categories.
A rigorous introduction to geometric and topological inference, for anyone interested in a geometric approach to data science.
Multivariate Scaling Methods And The Reconstruction Of Social Spaces
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Author : Alice Barth
language : en
Publisher: Verlag Barbara Budrich
Release Date : 2023-10-02
Multivariate Scaling Methods And The Reconstruction Of Social Spaces written by Alice Barth and has been published by Verlag Barbara Budrich this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-02 with Social Science categories.
Der Sammelband vereint Beiträge von führenden Forscherinnen und Forschern im Bereich statistischer Methoden und deren Anwendung in den Sozialwissenschaften mit einem besonderen Fokus auf sozialen Räumen. Multivariate Skalierungsmethoden für kategoriale Daten, speziell Korrespondenzanalyse, werden verwendet um die wichtigsten Dimensionen aus komplexen Kreuztabellen mit vielen Variablen zu extrahieren und Zusammenhänge in den Daten bildlich darzustellen. In diesem Band werden statistische Weiterentwicklungen, grundsätzliche methodologische Überlegungen und empirische Anwendungen multivariater Analysemethoden diskutiert. Mehrere Anwendungsbeispiele thematisieren verschiedene Aspekte des Raumes und deren soziologische Bedeutung: die Rekonstruktion „sozialer Räume“ mit statistischen Methoden, die Illustration räumlicher Beziehungen zwischen Nähe, Distanz und Ungleichheit, aber auch konkrete Interaktionen in urbanen Räumen. Der Band erscheint zur Würdigung der wissenschaftlichen Leistungen von Prof. Jörg Blasius.
Regression Inside Out
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Author : Eric W. Schoon
language : en
Publisher: Cambridge University Press
Release Date : 2024-02-22
Regression Inside Out written by Eric W. Schoon and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-22 with Mathematics categories.
Demonstrates new ways to extract knowledge from statistical data and unlock more nuanced interpretations than has previously been possible.
The Class Structure Of Capitalist Societies Volume 2
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Author : Will Atkinson
language : en
Publisher: Routledge
Release Date : 2021-11-29
The Class Structure Of Capitalist Societies Volume 2 written by Will Atkinson and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-29 with Social Science categories.
The second volume of The Class Structure of Capitalist Societies maps the distribution of social powers and associated properties and lifestyles in unparalleled detail by examining the results of a brand-new survey delivered in Sweden, Germany and the US. Continuing the cross-national investigation of the shape and effects of class systems across capitalist nations, the analyses in Volume 2 are embedded in a novel sociological theory of international relations, sustained reflections on the relationship between national standing and class structure and extensive reconstruction of the histories of class in each of the three nations studied. The ultimate conclusion, however, is that not only that the fundamental structure of class today the same across the three cases, for all their unique cultural and historical features, but their translation into differences of taste, practice and symbolic violence, always cross-cut by gender, follow highly familiar patterns too. This volume will appeal to scholars and advanced undergraduate and postgraduate students interested in sociology, politics and demography and is essential reading for all those interested in social class across the globe.
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Author : Brigitte Le Roux
language : ja
Publisher: 株式会社 オーム社
Release Date : 2021-07-20
written by Brigitte Le Roux and has been published by 株式会社 オーム社 this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-20 with Mathematics categories.
「対応分析」の多変数拡張版である「多重対応分析」のコンパクトな解説書！ SAGE社発行の「多重対応分析」（Multiple Correspondence Analysis: MCA）の翻訳出版。 MCAの “入門的な”内容を学ぶ書ですが、同時に“実際の社会調査データの分析例”を通じて、MCAの要点を要領よく紹介するというスタイルで書かれています。分析の“どのような場面で、いかに利用可能か”，MCAの要点を要領よく紹介すること、とくに多数の質問項目を扱う実際場面の分析手順の理解を助ける実用向けの内容です。 翻訳にあたっては、多重対応分析特有の方言の理解を助ける「訳注」及び「グロサリ(語句注釈)」を加えることで内容をより充実させ、読者の理解が深まる構成となっています。 このような方におすすめ 社会調査などを学ぶ学部、大学院の学生 社会科学・人文科学、行動科学などの分野の研究者 調査データアナリスト、データサイエンティスト など 主要目次 第1章 はじめに 第2章 雲の幾何学 第3章 多重対応分析の方法 第4章 構造化データ解析 第5章 帰納的データ解析 第6章 実際の研究調査での例 付録
Visualization And Verbalization Of Data
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Author : Jorg Blasius
language : en
Publisher: CRC Press
Release Date : 2014-04-10
Visualization And Verbalization Of Data written by Jorg Blasius and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-10 with Mathematics categories.
Visualization and Verbalization of Data shows how correspondence analysis and related techniques enable the display of data in graphical form, which results in the verbalization of the structures in data. Renowned researchers in the field trace the history of these techniques and cover their current applications.The first part of the book explains
Grants And Awards For Fiscal Year
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Author : National Science Foundation (U.S.)
language : en
Publisher:
Release Date : 1979
Grants And Awards For Fiscal Year written by National Science Foundation (U.S.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Federal aid to research categories.
Mathematical Reviews
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Author :
language : en
Publisher:
Release Date : 2004
Mathematical Reviews written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Mathematics categories.