Author: BOSQ Denis
Publisher: Lavoisier
ISBN: 2746288087
Category :
Languages : en
Pages : 290
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Book Description
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.
Author: Lothar Sachs
Publisher: Springer Science & Business Media
ISBN: 1461252466
Category : Mathematics
Languages : en
Pages : 737
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Book Description
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.
Author: Gérard Govaert
Publisher: John Wiley & Sons
ISBN: 111861786X
Category : Mathematics
Languages : en
Pages : 265
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Book Description
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.
Author: Antonio Possolo
Publisher: IMS
ISBN: 9780940600270
Category : Computers
Languages : en
Pages : 440
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Book Description
Author: Israël César Lerman
Publisher: Springer
ISBN: 1447167937
Category : Computers
Languages : en
Pages : 664
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Book Description
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.
Author: Marc Hallin
Publisher: Springer
ISBN: 3319124420
Category : Mathematics
Languages : en
Pages : 326
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Book Description
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.
Author: Marc Moore
Publisher: Springer Science & Business Media
ISBN: 1461301475
Category : Mathematics
Languages : en
Pages : 296
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Book Description
This volume contains presentations by eminent researchers: Statistical Inference for Spatial Processes; Image Analysis; Applications of Spatial Statistics in Earth, Environmental, and Health Sciences; and Statistics of Brain Mapping. They range from asymptotic considerations for spatial processes to practical considerations related to particular applications including important methodological aspects. Many contributions concern image analysis, mainly images related to brain mapping.
Author: United States. Office of Federal Statistical Policy and Standards
Publisher:
ISBN:
Category : Commerce
Languages : en
Pages : 564
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Book Description
Author:
Publisher:
ISBN:
Category : United States
Languages : en
Pages : 120
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Book Description
Author: United States. Office of Management and Budget. Statistical Policy Division
Publisher:
ISBN:
Category : United States
Languages : en
Pages : 1042
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Book Description
