Distributions With Given Marginals and Statistical Modelling

Distributions With Given Marginals and Statistical Modelling PDF Author: Carles M. Cuadras
Publisher: Springer Science & Business Media
ISBN: 9401700613
Category : Mathematics
Languages : en
Pages : 252

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Book Description
This volume contains the papers presented at the meeting "Distributions with given marginals and statistical modelling", held in Barcelona (Spain), July 17- 20, 2000. This is the fourth meeting on given marginals, showing that this topic has aremarkable interest. BRIEF HISTORY The construction of distributions with given marginals started with the seminal papers by Hoeffding (1940) and Fn!chet (1951). Since then, many others have contributed on this topic: Dall' Aglio, Farlie, Gumbel, Johnson, Kellerer, Kotz, Morgenstern, Marshali, Olkin, Strassen, Vitale, Whitt, etc., as weIl as Arnold, Cambanis, Deheuvels, Genest, Frank, Joe, Kirneldorf, Nelsen, Rüschendorf, Sampson, Scarsini, Tiit, etc. In 1957 Sklar and Schweizer introduced probabilistic metric spaces. In 1975 Kirneldorf and Sampson studied the uniform representation of a bivariate dis tribution and proposed the desirable conditions that should be satisfied by any bivariate family. In 1991 Darsow, Nguyen and Olsen defined a natural operation between cop ulas, with applications in stochastic processes. In 1993, AIsina, Nelsen and Schweizer introduced the notion of quasi-copula

Distributions with given Marginals and Moment Problems

Distributions with given Marginals and Moment Problems PDF Author: Viktor Benes
Publisher: Springer Science & Business Media
ISBN: 9401155321
Category : Mathematics
Languages : en
Pages : 311

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Book Description
The last decade has seen a remarkable development of the "Marginal and Moment Problems" as a research area in Probability and Statistics. Its attractiveness stemmed from its lasting ability to provide a researcher with difficult theoretical problems that have direct consequences for appli cations outside of mathematics. The relevant research aims centered mainly along the following lines that very frequently met each other to provide sur prizing and useful results : -To construct a probability distribution (to prove its existence, at least) with a given support and with some additional inner stochastic property defined typically either by moments or by marginal distributions. -To study the geometrical and topological structure of the set of prob ability distributions generated by such a property mostly with the aim to propose a procedure that would result in a stochastic model with some optimal properties within the set of probability distributions. These research aims characterize also, though only very generally, the scientific program of the 1996 conference "Distributions with given marginals and moment problems" held at the beginning of September in Prague, Czech Republic, to perpetuate the tradition and achievements of the closely related 1990 Roma symposium "On Frechet Classes" 1 and 1993 Seattle" AMS Summer Conference on Marginal Problem".

Advances in Probability Distributions with Given Marginals

Advances in Probability Distributions with Given Marginals PDF Author: G. Dall'aglio
Publisher: Springer
ISBN: 9789401134675
Category : Mathematics
Languages : en
Pages : 231

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Copulas and Dependence Models with Applications

Copulas and Dependence Models with Applications PDF Author: Manuel Úbeda Flores
Publisher: Springer
ISBN: 3319642219
Category : Mathematics
Languages : en
Pages : 258

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Book Description
This book presents contributions and review articles on the theory of copulas and their applications. The authoritative and refereed contributions review the latest findings in the area with emphasis on “classical” topics like distributions with fixed marginals, measures of association, construction of copulas with given additional information, etc. The book celebrates the 75th birthday of Professor Roger B. Nelsen and his outstanding contribution to the development of copula theory. Most of the book’s contributions were presented at the conference “Copulas and Their Applications” held in his honor in Almería, Spain, July 3-5, 2017. The chapter 'When Gumbel met Galambos' is published open access under a CC BY 4.0 license.

Distributions with Fixed Marginals and Related Topics

Distributions with Fixed Marginals and Related Topics PDF Author: Michael Dee Taylor
Publisher: IMS
ISBN: 9780940600409
Category : Mathematics
Languages : en
Pages : 390

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Book Description


Distribution Models Theory

Distribution Models Theory PDF Author: Rafael Herrerias-pleguezuelo
Publisher: World Scientific
ISBN: 9814477400
Category : Business & Economics
Languages : en
Pages : 307

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Book Description
Distribution Models Theory is a revised edition of papers specially selected by the Scientific Committee for the Fifth Workshop of Spanish Scientific Association of Applied Economy on Distribution Models Theory held in Granada (Spain) in September 2005. The contributions offer a must-have point of reference on models theory.This book has been selected for coverage in:• Index to Scientific & Technical Proceedings® (ISTP®/ISI Proceedings)• Index to Scientific & Technical Proceedings (ISTP CDROM version/ISI Proceedings)

Conditional Specification of Statistical Models

Conditional Specification of Statistical Models PDF Author: Barry C. Arnold
Publisher: Springer Science & Business Media
ISBN: 0387225889
Category : Mathematics
Languages : en
Pages : 419

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Book Description
Efforts to visualize multivariate densities necessarily involve the use of cross-sections, or, equivalently, conditional densities. This book focuses on distributions that are completely specified in terms of conditional densities. They are appropriately used in any modeling situation where conditional information is completely or partially available. All statistical researchers seeking more flexible models than those provided by classical models will find conditionally specified distributions of interest.

An Introduction to Copulas

An Introduction to Copulas PDF Author: Roger B. Nelsen
Publisher: Springer Science & Business Media
ISBN: 0387286780
Category : Mathematics
Languages : en
Pages : 276

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Book Description
The study of copulas and their role in statistics is a new but vigorously growing field. In this book the student or practitioner of statistics and probability will find discussions of the fundamental properties of copulas and some of their primary applications. The applications include the study of dependence and measures of association, and the construction of families of bivariate distributions. This book is suitable as a text or for self-study.

Logical, Algebraic, Analytic and Probabilistic Aspects of Triangular Norms

Logical, Algebraic, Analytic and Probabilistic Aspects of Triangular Norms PDF Author: Erich Peter Klement
Publisher: Elsevier
ISBN: 0080459536
Category : Mathematics
Languages : en
Pages : 491

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Book Description
This volume gives a state of the art of triangular norms which can be used for the generalization of several mathematical concepts, such as conjunction, metric, measure, etc. 16 chapters written by leading experts provide a state of the art overview of theory and applications of triangular norms and related operators in fuzzy logic, measure theory, probability theory, and probabilistic metric spaces. Key Features: - Complete state of the art of the importance of triangular norms in various mathematical fields - 16 self-contained chapters with extensive bibliographies cover both the theoretical background and many applications - Chapter authors are leading authorities in their fields - Triangular norms on different domains (including discrete, partially ordered) are described - Not only triangular norms but also related operators (aggregation operators, copulas) are covered - Book contains many enlightening illustrations · Complete state of the art of the importance of triangular norms in various mathematical fields · 16 self-contained chapters with extensive bibliographies cover both the theoretical background and many applications · Chapter authors are leading authorities in their fields · Triangular norms on different domains (including discrete, partially ordered) are described · Not only triangular norms but also related operators (aggregation operators, copulas) are covered · Book contains many enlightening illustrations

Advances on Models, Characterizations and Applications

Advances on Models, Characterizations and Applications PDF Author: N. Balakrishnan
Publisher: CRC Press
ISBN: 1420028693
Category : Mathematics
Languages : en
Pages : 253

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Book Description
Statistical distributions are one of the most important applied mathematical tools across a wide spectrum of disciplines, including engineering, biological sciences, and health and social sciences. Since they are used to model observed data and ultimately to develop inferential procedures, understanding the properties of statistical distributions i