Statistique Appliquee

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Statistique mathématique et statistique des processus (Collection méthodes stochastiques appliquées)

Author : BOSQ Denis
Publisher : Lavoisier
ISBN 13 : 2746288087
Total Pages : 290 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis Statistique mathématique et statistique des processus (Collection méthodes stochastiques appliquées) by : BOSQ Denis

Download or read book Statistique mathématique et statistique des processus (Collection méthodes stochastiques appliquées) written by BOSQ Denis and published by Lavoisier. This book was released on 2012-06-01 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: La plupart des manuels de statistique traitent seulement le cas des variables indépendantes et de même loi. Or, dans les applications, les variables observées sont très souvent corrélées. Les exemples sont nombreux en physique, chimie, biologie, économie, démographie ou finance. Pour combler cette lacune, cet ouvrage étudie la modélisation mathématique des phénomènes statistiques et s'intéresse plus particulièrement à la statistique des processus. Didactique et illustré de nombreux exercices, il comporte trois parties : la statistique mathématique, basée sur la théorie de la décision et le point de vue asymptotique, la statistique des processus à temps discret (processus ARMA) et à temps continu (processus de Poisson, processus de diffusion) et des compléments de probabilités. Statistique mathématique et statistique des processus s'adresse aux étudiants de master et aux élèves des grandes écoles. L'auteur Denis Bosq est professeur émérite à l'Université Pierre et Marie Curie. Il est l'auteur de nombreux articles et livres de recherche en statistique.

Applied Statistics

Author : Lothar Sachs
Publisher : Springer Science & Business Media
ISBN 13 : 1461252466
Total Pages : 737 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Applied Statistics by : Lothar Sachs

Download or read book Applied Statistics written by Lothar Sachs and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 737 pages. Available in PDF, EPUB and Kindle. Book excerpt: This outline of statistics as an aid in decision making will introduce a reader with limited mathematical background to the most important modern statistical methods. This is a revised and enlarged version, with major extensions and additions, of my "Angewandte Statistik" (5th ed.), which has proved useful for research workers and for consulting statisticians. Applied statistics is at the same time a collection of applicable statistical methods and the application of these methods to measured and/or counted observations. Abstract mathematical concepts and derivations are avoided. Special emphasis is placed on the basic principles of statistical formulation, and on the explanation of the conditions under which a certain formula or a certain test is valid. Preference is given to consideration of the analysis of small sized samples and of distribution-free methods. As a text and reference this book is written for non-mathematicians, in particular for technicians, engineers, executives, students, physicians as well as researchers in other disciplines. It gives any mathematician interested in the practical uses of statistics a general account of the subject. Practical application is the main theme; thus an essential part of the book consists in the 440 fully worked-out numerical examples, some of which are very simple; the 57 exercises with solutions; a number of different compu tational aids; and an extensive bibliography and a very detailed index. In particular, a collection of 232 mathematical and mathematical-statistical tables serves to enable and to simplify the computations.

Data Analysis

Author : Gérard Govaert
Publisher : John Wiley & Sons
ISBN 13 : 111861786X
Total Pages : 265 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Data Analysis by : Gérard Govaert

Download or read book Data Analysis written by Gérard Govaert and published by John Wiley & Sons. This book was released on 2013-03-04 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data. The book concludes by examining the links existing between data mining and data analysis.

Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering

Author : Israël César Lerman
Publisher : Springer
ISBN 13 : 1447167937
Total Pages : 664 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering by : Israël César Lerman

Download or read book Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering written by Israël César Lerman and published by Springer. This book was released on 2016-03-24 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an original and broad exploration of the fundamental methods in Clustering and Combinatorial Data Analysis, presenting new formulations and ideas within this very active field. With extensive introductions, formal and mathematical developments and real case studies, this book provides readers with a deeper understanding of the mutual relationships between these methods, which are clearly expressed with respect to three facets: logical, combinatorial and statistical. Using relational mathematical representation, all types of data structures can be handled in precise and unified ways which the author highlights in three stages: Clustering a set of descriptive attributes Clustering a set of objects or a set of object categories Establishing correspondence between these two dual clusterings Tools for interpreting the reasons of a given cluster or clustering are also included. Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering will be a valuable resource for students and researchers who are interested in the areas of Data Analysis, Clustering, Data Mining and Knowledge Discovery.

COMPSTAT

Author : David Edwards
Publisher : Springer Science & Business Media
ISBN 13 : 3642469000
Total Pages : 442 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis COMPSTAT by : David Edwards

Download or read book COMPSTAT written by David Edwards and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers assembled in this volume were presented at COMPSTAT 1988, the 8th biannual Symposium in Computational Statistics held under the auspices of the International Association for Statistical Computing. The current impact of computers on the theory and practice of statistics can be traced at many levels: on one level, the ubiquitous personal computer has made methods for explorative data analysis and display, rarely even described in conventional statistics textbooks, widely available. At another level, advances in computing power permit the development and application of statistical methods in ways that previously have been infeasible. Some of these methods, for example Bayesian methods, are deeply rooted in the philosophical basis of statistics, while others, for example dynamic graphics, present the classical statistical framework with quite novel perspectives. The contents of this volume provide a cross-section of current concerns and interests in computational statistics. A dominating topic is the application of artificial intelligence to statistics (and vice versa), where systems deserving the label" expert systems" are just beginning to emerge from the haze of good intentions with which they hitherto have been clouded. Other topics that are well represented include: nonparametric estimation, graphical techniques, algorithmic developments in all areas, projection pursuit and other computationally intensive methods. COMPSTAT symposia have been held biannually since 1974. This tradition has made COMPSTAT a major forum for advances in computational statistics with contributions from many countries in the world. Two new features have been introduced at COMPSTAT '88.

Statistical Reporter

Author : United States. Office of Federal Statistical Policy and Standards
Publisher :
ISBN 13 :
Total Pages : 564 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Statistical Reporter by : United States. Office of Federal Statistical Policy and Standards

Download or read book Statistical Reporter written by United States. Office of Federal Statistical Policy and Standards and published by . This book was released on 1980 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Reporter

Author :
Publisher :
ISBN 13 :
Total Pages : 120 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Statistical Reporter by :

Download or read book Statistical Reporter written by and published by . This book was released on 1981 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Report to Federal Statistical Agencies

Author : United States. Office of Management and Budget. Statistical Policy Division
Publisher :
ISBN 13 :
Total Pages : 1042 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Report to Federal Statistical Agencies by : United States. Office of Management and Budget. Statistical Policy Division

Download or read book Report to Federal Statistical Agencies written by United States. Office of Management and Budget. Statistical Policy Division and published by . This book was released on 1979 with total page 1042 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Random Forests with R

Author : Robin Genuer
Publisher : Springer Nature
ISBN 13 : 3030564851
Total Pages : 107 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Random Forests with R by : Robin Genuer

Download or read book Random Forests with R written by Robin Genuer and published by Springer Nature. This book was released on 2020-09-10 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an application-oriented guide to random forests: a statistical learning method extensively used in many fields of application, thanks to its excellent predictive performance, but also to its flexibility, which places few restrictions on the nature of the data used. Indeed, random forests can be adapted to both supervised classification problems and regression problems. In addition, they allow us to consider qualitative and quantitative explanatory variables together, without pre-processing. Moreover, they can be used to process standard data for which the number of observations is higher than the number of variables, while also performing very well in the high dimensional case, where the number of variables is quite large in comparison to the number of observations. Consequently, they are now among the preferred methods in the toolbox of statisticians and data scientists. The book is primarily intended for students in academic fields such as statistical education, but also for practitioners in statistics and machine learning. A scientific undergraduate degree is quite sufficient to take full advantage of the concepts, methods, and tools discussed. In terms of computer science skills, little background knowledge is required, though an introduction to the R language is recommended. Random forests are part of the family of tree-based methods; accordingly, after an introductory chapter, Chapter 2 presents CART trees. The next three chapters are devoted to random forests. They focus on their presentation (Chapter 3), on the variable importance tool (Chapter 4), and on the variable selection problem (Chapter 5), respectively. After discussing the concepts and methods, we illustrate their implementation on a running example. Then, various complements are provided before examining additional examples. Throughout the book, each result is given together with the code (in R) that can be used to reproduce it. Thus, the book offers readers essential information and concepts, together with examples and the software tools needed to analyse data using random forests.

Data Analysis, Classification and the Forward Search

Author : Sergio Zani
Publisher : Springer Science & Business Media
ISBN 13 : 3540359788
Total Pages : 420 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Data Analysis, Classification and the Forward Search by : Sergio Zani

Download or read book Data Analysis, Classification and the Forward Search written by Sergio Zani and published by Springer Science & Business Media. This book was released on 2007-08-06 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new developments in data analysis, classification and multivariate statistics, and in their algorithmic implementation. The volume offers contributions to the theory of clustering and discrimination, multidimensional data analysis, data mining, and robust statistics with a special emphasis on the novel Forward Search approach. Many papers provide significant insight in a wide range of fields of application. Customer satisfaction and service evaluation are two examples of such emerging fields.

Advances in Theoretical and Applied Statistics

Author : Nicola Torelli
Publisher : Springer Science & Business Media
ISBN 13 : 3642355889
Total Pages : 538 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Advances in Theoretical and Applied Statistics by : Nicola Torelli

Download or read book Advances in Theoretical and Applied Statistics written by Nicola Torelli and published by Springer Science & Business Media. This book was released on 2013-06-26 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume includes contributions selected after a double blind review process and presented as a preliminary version at the 45th Meeting of the Italian Statistical Society. The papers provide significant and innovative original contributions and cover a broad range of topics including: statistical theory; methods for time series and spatial data; statistical modeling and data analysis; survey methodology and official statistics; analysis of social, demographic and health data; and economic statistics and econometrics.

Mathematical Statistics and Limit Theorems

Author : Marc Hallin
Publisher : Springer
ISBN 13 : 3319124420
Total Pages : 326 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Mathematical Statistics and Limit Theorems by : Marc Hallin

Download or read book Mathematical Statistics and Limit Theorems written by Marc Hallin and published by Springer. This book was released on 2015-04-07 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Festschrift in honour of Paul Deheuvels’ 65th birthday compiles recent research results in the area between mathematical statistics and probability theory with a special emphasis on limit theorems. The book brings together contributions from invited international experts to provide an up-to-date survey of the field. Written in textbook style, this collection of original material addresses researchers, PhD and advanced Master students with a solid grasp of mathematical statistics and probability theory.

National Library of Medicine Current Catalog

Author : National Library of Medicine (U.S.)
Publisher :
ISBN 13 :
Total Pages : 1170 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis National Library of Medicine Current Catalog by : National Library of Medicine (U.S.)

Download or read book National Library of Medicine Current Catalog written by National Library of Medicine (U.S.) and published by . This book was released on 1971 with total page 1170 pages. Available in PDF, EPUB and Kindle. Book excerpt: First multi-year cumulation covers six years: 1965-70.

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.

Index of NLM Serial Titles

Author : National Library of Medicine (U.S.)
Publisher :
ISBN 13 :
Total Pages : 1516 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Index of NLM Serial Titles by : National Library of Medicine (U.S.)

Download or read book Index of NLM Serial Titles written by National Library of Medicine (U.S.) and published by . This book was released on 1984 with total page 1516 pages. Available in PDF, EPUB and Kindle. Book excerpt: A keyword listing of serial titles currently received by the National Library of Medicine.

Mathematical Nonparametric Statistics

Author : Edward B. Manoukian
Publisher : Taylor & Francis
ISBN 13 : 1351433164
Total Pages : 343 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Mathematical Nonparametric Statistics by : Edward B. Manoukian

Download or read book Mathematical Nonparametric Statistics written by Edward B. Manoukian and published by Taylor & Francis. This book was released on 2022-04-18 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: First published in 1986. Primarily a reference text, Mathematical Nonparametric Statistics provides mathematicians and students with a systematic mathematical analysis and the fine points of nonparametrical statistical procedures and models used in practice. Divided into five sections and beginning with an extensive chapter on the fundamentals of mathematical statistical methods, its coverage of such topics as the Jackknife method, the Kolmogorov-Smirnov statistic, Box's method and the ch-squared test of fit is rigorous. Written for audiences with differing backgounds in mathematics, the book is of special use to those in the management sciences, industrial engineering, psychology and economics, as well as mathematics.

Visualization and Verbalization of Data

Author : Jorg Blasius
Publisher : CRC Press
ISBN 13 : 1466589817
Total Pages : 382 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 382 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