Pratique De Lanalyse Statistique Des Donnees

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Geometric Data Analysis

Author : Brigitte Le Roux
Publisher : Springer Science & Business Media
ISBN 13 : 1402022360
Total Pages : 484 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Geometric Data Analysis by : Brigitte Le Roux

Download or read book Geometric Data Analysis written by Brigitte Le Roux and published by Springer Science & Business Media. This book was released on 2006-01-16 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Visualization and Verbalization of Data

Author : Jorg Blasius
Publisher : CRC Press
ISBN 13 : 1466589809
Total Pages : 394 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Visualization and Verbalization of Data by : Jorg Blasius

Download or read book Visualization and Verbalization of Data written by Jorg Blasius and published by CRC Press. This book was released on 2014-04-10 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 the historical origins of correspondence analysis and associated methods. The second part concentrates on the contributions made by the school of Jean-Paul Benzécri and related movements, such as social space and geometric data analysis. Although these topics are viewed from a French perspective, the book makes them understandable to an international audience. Throughout the text, well-known experts illustrate the use of the methods in practice. Examples include the spatial visualization of multivariate data, cluster analysis in computer science, the transformation of a textual data set into numerical data, the use of quantitative and qualitative variables in multiple factor analysis, different possibilities of recoding data prior to visualization, and the application of duality diagram theory to the analysis of a contingency table.

Visualization of Categorical Data

Author : Jörg Blasius
Publisher : Academic Press
ISBN 13 : 0080543626
Total Pages : 615 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Visualization of Categorical Data by : Jörg Blasius

Download or read book Visualization of Categorical Data written by Jörg Blasius and published by Academic Press. This book was released on 1998-02-09 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique and timely monograph, Visualization of Categorical Data contains a useful balance of theoretical and practical material on this important new area. Top researchers in the field present the books four main topics: visualization, correspondence analysis, biplots and multidimensional scaling, and contingency table models.This volume discusses how surveys, which are employed in many different research areas, generate categorical data. It will be of great interest to anyone involved in collecting or analyzing categorical data.* Correspondence Analysis* Homogeneity Analysis* Loglinear and Association Models* Latent Class Analysis* Multidimensional Scaling* Cluster Analysis* Ideal Point Discriminant Analysis* CHAID* Formal Concept Analysis* Graphical Models

Python for Natural Language Processing

Author : Pierre M. Nugues
Publisher : Springer Nature
ISBN 13 : 3031575490
Total Pages : 536 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Python for Natural Language Processing by : Pierre M. Nugues

Download or read book Python for Natural Language Processing written by Pierre M. Nugues and published by Springer Nature. This book was released on with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Qualitative Researching with Text, Image and Sound

Author : Paul Atkinson
Publisher : SAGE
ISBN 13 : 9780761964810
Total Pages : 390 pages
Book Rating : 4.9/5 (648 download)

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Book Synopsis Qualitative Researching with Text, Image and Sound by : Paul Atkinson

Download or read book Qualitative Researching with Text, Image and Sound written by Paul Atkinson and published by SAGE. This book was released on 2000-06-22 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers an introduction to a range of research methods with the objective of clarifying procedures, good practice and public accountability. This book covers different ways of collecting data and different types of data relating to text, image and sound. It also introduces the main analytic approaches for text, image and sound.

Author :
Publisher : Food & Agriculture Org.
ISBN 13 : 9251389535
Total Pages : 136 pages
Book Rating : 4.2/5 (513 download)

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Book Synopsis by :

Download or read book written by and published by Food & Agriculture Org.. This book was released on with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Combinatorial Inference in Geometric Data Analysis

Author : Brigitte Le Roux
Publisher : CRC Press
ISBN 13 : 1351651331
Total Pages : 225 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Combinatorial Inference in Geometric Data Analysis by : Brigitte Le Roux

Download or read book Combinatorial Inference in Geometric Data Analysis written by Brigitte Le Roux and published by CRC Press. This book was released on 2019-03-20 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Applied Stochastic Models And Data Analysis - Proceedings Of The Fifth International Symposium On Asmda

Author : Valderrama M J
Publisher : #N/A
ISBN 13 : 9814556297
Total Pages : 672 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Applied Stochastic Models And Data Analysis - Proceedings Of The Fifth International Symposium On Asmda by : Valderrama M J

Download or read book Applied Stochastic Models And Data Analysis - Proceedings Of The Fifth International Symposium On Asmda written by Valderrama M J and published by #N/A. This book was released on 1991-03-29 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: As with previous symposiums, the main objective of the Sixth International Symposium is to publish papers (of both technical and practical nature) to present new findings uncovered by theoretical results which may have the potential to contribute solutions to real-life problems. With this objective in mind, this collection of papers aims to serve as an interface between stochastic modeling and data analysis as well as their applications to the problems we face in the various fields. The papers first focused on the theory, application and interaction between stochastic models and data analysis. The results and their applications to the problems we face in the fields of economics, finance and insurance, management, marketing, health sciences, production and engineering are then explored.

Congress Volume Leuven 1989

Author : J.A. Emerton
Publisher : BRILL
ISBN 13 : 9004275665
Total Pages : 408 pages
Book Rating : 4.0/5 (42 download)

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Book Synopsis Congress Volume Leuven 1989 by : J.A. Emerton

Download or read book Congress Volume Leuven 1989 written by J.A. Emerton and published by BRILL. This book was released on 2014-10-22 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume publishes twenty-three papers given by invitation at the thirteenth Congress of the International Organization for the Study of the Old Testament, which was held at Leuven from 27 August until 1 September 1989 under the Presidency of C. Brekelmans. The articles cover a range of subjects relevant to the Old Testament: the Pentateuch (E.W. Nicholson, W.H. Schmidt, E. Blum, J. Van Seters, A. de Pury), the historical books (C. Brekelmans, Helga Weippert, R.D. Nelson, W. Thiel, Sara Japhet, K.-F. Pohlmann), the prophets (C. Hardmeier, D.L. Petersen, W.A.M. Beuken, R.P. Carroll, P.-M. Bogaert), the Psalms (J. Trublet, N. Füglister), textual criticism (E. Tov), the Targums (L. Díez Merino), the development of Israelite religion (N.P. Lemche), the Babylonian New Year Festival and the Old Testament (K. van der Toorn), and the Apocryphon of Jannes and Jambres (A. Pietersma).

Knowledge Mining

Author : Spiros Sirmakessis
Publisher : Springer
ISBN 13 : 3540323945
Total Pages : 287 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Knowledge Mining by : Spiros Sirmakessis

Download or read book Knowledge Mining written by Spiros Sirmakessis and published by Springer. This book was released on 2006-06-10 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Text mining is an exciting application ?eld and an area of scienti?c - search that is currently under rapid development. It uses techniques from well-established scienti?c ?elds (e. g. data mining, machine learning, infor- tion retrieval, natural language processing, case-based reasoning, statistics and knowledge management) in an e?ort to help people gain insight, und- stand and interpret large quantities of (usually) semi-structured and unstr- tured data. Despite the advances made during the last few years, many issues remain unresolved. Proper co-ordination activities, dissemination of current trends and standardisation of the procedures have been identi?ed, as key needs. There are many questions still unanswered, especially to the potential users; what is the scope of Text Mining, who uses it and for what purpose, what constitutes the leading trends in the ?eld of Text Mining – especially in relation to IT – and whether there still remain areas to be covered. Knowledge Mining draws upon many of the key concepts of knowledge management, data mining and knowledge discovery, meta-analysis and data visualization. Within the context of scienti?c research, knowledge mining is principally concerned with the quantitative synthesis and visualization of - search results and ?ndings. The results of knowledge mining are increased scienti?c understanding along with improvements in research quality and value. Knowledge mining products can be used to highlight research opportunities, assist with the p- sentation of “best” scienti?c evidence, facilitate research portfolio mana- ment, as well as, facilitate policy setting and decision making.

Advances in Classification and Data Analysis

Author : Simone Borra
Publisher : Springer Science & Business Media
ISBN 13 : 3642594719
Total Pages : 384 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Advances in Classification and Data Analysis by : Simone Borra

Download or read book Advances in Classification and Data Analysis written by Simone Borra and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains a selection of papers presented at the biannual meeting of the Classification and Data Analysis Group of Societa Italiana di Statistica, which was held in Rome, July 5-6, 1999. From the originally submitted papers, a careful review process led to the selection of 45 papers presented in four parts as follows: CLASSIFICATION AND MULTIDIMENSIONAL SCALING Cluster analysis Discriminant analysis Proximity structures analysis and Multidimensional Scaling Genetic algorithms and neural networks MUL TIV ARIA TE DATA ANALYSIS Factorial methods Textual data analysis Regression Models for Data Analysis Nonparametric methods SPATIAL AND TIME SERIES DATA ANALYSIS Time series analysis Spatial data analysis CASE STUDIES INTERNATIONAL FEDERATION OF CLASSIFICATION SOCIETIES The International Federation of Classification Societies (IFCS) is an agency for the dissemination of technical and scientific information concerning classification and data analysis in the broad sense and in as wide a range of applications as possible; founded in 1985 in Cambridge (UK) from the following Scientific Societies and Groups: British Classification Society -BCS; Classification Society of North America - CSNA; Gesellschaft fUr Klassifikation - GfKI; Japanese Classification Society -JCS; Classification Group of Italian Statistical Society - CGSIS; Societe Francophone de Classification -SFC. Now the IFCS includes also the following Societies: Dutch-Belgian Classification Society - VOC; Polish Classification Society -SKAD; Associayao Portuguesa de Classificayao e Analise de Dados -CLAD; Korean Classification Society -KCS; Group-at-Large.

Évaluations nationales des acquis scolaires, Volume 3

Author : Vincent Greaney
Publisher : World Bank Publications
ISBN 13 : 1464805105
Total Pages : 336 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Évaluations nationales des acquis scolaires, Volume 3 by : Vincent Greaney

Download or read book Évaluations nationales des acquis scolaires, Volume 3 written by Vincent Greaney and published by World Bank Publications. This book was released on 2015-07-02 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: La mise en oeuvre réussie d'une évaluation nationale des acquis scolaires est une tâche complexe requérant des connaissances, des compétences, et des ressources considérables. Les retombées des évaluations nationales correctement réalisées peuvent être substantielles en termes de qualité de l'information fournie sur les niveaux de performance des élèves ainsi que sur les facteurs, scolaires ou non, susceptibles de contribuer à les améliorer. Inversement, le « coût » d'une évaluation nationale mal réalisée peut être une information inexacte sur les niveaux de performance des élèves et les facteurs associés. Une mise en œuvre de qualité peut accroître la confiance des responsables des politiques et des autres parties prenantes dans la validité des constatations de l'évaluation. Elle peut également augmenter la probabilité d'utilisation des résultats de l'évaluation nationale pour mettre au point de solides plans et programmes en vue d'améliorer la qualité de l'enseignement et le rendement de l'apprentissage des élèves. Troisième volume d'une série de cinq, Mettre en œuvre une évaluation nationale des acquis scolaires, se concentre sur les tâches pratiques requises par la mise en oeuvre d'une évaluation nationale à grande échelle. Ce manuel fournit des instructions détaillées étape par étape sur la logistique, l'échantillonnage, la préparation et la gestion des données, ainsi que l'analyse. Les lecteurs sont guidés à travers les différentes étapes de l'échantillonnage en travaillant sur un ensemble de tâches concrètes présentées dans le texte et en utilisant les fichiers de données fournis dans le CD d'accompagnement. Ce volume est principalement destiné aux équipes chargées de conduire une évaluation nationale dans des pays en développement et émergents.

Seriation in Combinatorial and Statistical Data Analysis

Author : Israël César Lerman
Publisher : Springer Nature
ISBN 13 : 303092694X
Total Pages : 287 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Seriation in Combinatorial and Statistical Data Analysis by : Israël César Lerman

Download or read book Seriation in Combinatorial and Statistical Data Analysis written by Israël César Lerman and published by Springer Nature. This book was released on 2022-03-04 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph offers an original broad and very diverse exploration of the seriation domain in data analysis, together with building a specific relation to clustering. Relative to a data table crossing a set of objects and a set of descriptive attributes, the search for orders which correspond respectively to these two sets is formalized mathematically and statistically. State-of-the-art methods are created and compared with classical methods and a thorough understanding of the mutual relationships between these methods is clearly expressed. The authors distinguish two families of methods: Geometric representation methods Algorithmic and Combinatorial methods Original and accurate methods are provided in the framework for both families. Their basis and comparison is made on both theoretical and experimental levels. The experimental analysis is very varied and very comprehensive. Seriation in Combinatorial and Statistical Data Analysis has a unique character in the literature falling within the fields of Data Analysis, Data Mining and Knowledge Discovery. It will be a valuable resource for students and researchers in the latter fields.

Codicology and palaeography in the digital age 2

Author : Franz Fischer
Publisher : BoD – Books on Demand
ISBN 13 : 3842350325
Total Pages : 466 pages
Book Rating : 4.8/5 (423 download)

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Book Synopsis Codicology and palaeography in the digital age 2 by : Franz Fischer

Download or read book Codicology and palaeography in the digital age 2 written by Franz Fischer and published by BoD – Books on Demand. This book was released on 2010 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Exploring Textual Data

Author : Ludovic Lebart
Publisher : Springer Science & Business Media
ISBN 13 : 9401715254
Total Pages : 270 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Exploring Textual Data by : Ludovic Lebart

Download or read book Exploring Textual Data written by Ludovic Lebart and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers in a number of disciplines deal with large text sets requiring both text management and text analysis. Faced with a large amount of textual data collected in marketing surveys, literary investigations, historical archives and documentary data bases, these researchers require assistance with organizing, describing and comparing texts. Exploring Textual Data demonstrates how exploratory multivariate statistical methods such as correspondence analysis and cluster analysis can be used to help investigate, assimilate and evaluate textual data. The main text does not contain any strictly mathematical demonstrations, making it accessible to a large audience. This book is very user-friendly with proofs abstracted in the appendices. Full definitions of concepts, implementations of procedures and rules for reading and interpreting results are fully explored. A succession of examples is intended to allow the reader to appreciate the variety of actual and potential applications and the complementary processing methods. A glossary of terms is provided.

Studies in the Religion of Ancient Israel

Author : G. W. Anderson
Publisher : Brill Archive
ISBN 13 : 9789004035256
Total Pages : 418 pages
Book Rating : 4.0/5 (352 download)

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Book Synopsis Studies in the Religion of Ancient Israel by : G. W. Anderson

Download or read book Studies in the Religion of Ancient Israel written by G. W. Anderson and published by Brill Archive. This book was released on 1972 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction à l'analyse probabiliste des risques industriels

Author : PROCACCIA Henri
Publisher : Lavoisier
ISBN 13 : 2743018933
Total Pages : 367 pages
Book Rating : 4.7/5 (43 download)

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Book Synopsis Introduction à l'analyse probabiliste des risques industriels by : PROCACCIA Henri

Download or read book Introduction à l'analyse probabiliste des risques industriels written by PROCACCIA Henri and published by Lavoisier. This book was released on 2009 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: L'analyse probabiliste des risques technologiques et industriels est maintenant bien acceptée par les scientifiques et les autorités réglementaires. Cette analyse a été utilisée dans le domaine de la conception, de l'exploitation et de la maintenance des installations industrielles comme les installations à risques Seveso (chimie, pétrochimie, armement, transport), ou dans les domaines de haute technologie tels le spatial et le nucléaire où la réglementation impose justement l'élaboration d'un rapport de sûreté dès la conception et un suivi des résultats pendant toute la durée d'exploitation de l'installation. Cet ouvrage présente très simplement les différentes démarches de l'analyse des risques industriels, leur intérêt, leurs limites, leurs points communs et leur complémentarité, en partant d'un événement indésirable aléatoire ou, ce qui est plus complexe, d'un événement dépendant du temps. Les parades possibles dans ce dernier cas sont alors optimisées de façon probabiliste en fonction de différents critères d'intérêt. La principale ambition de ce livre est d'être abordable au néophyte en statistique, comme au spécialiste en ce domaine : il part du plus simple pour aller vers le plus compliqué. Il démontre de façon détaillée chacun des sujets abordés et les agrémente systématiquement d'exemples. Des applications industrielles concrètes illustrent enfin l'utilisation pratique des méthodes proposées. Ce livre s'adresse aux concepteurs, exploitants, universitaires et étudiants concernés par l'analyse probabiliste, le retour d'expérience ou l'expertise.