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Author : Tibor Faragó
Publisher :
ISBN 13 : 9789637701986
Total Pages : 33 pages
Book Rating : 4.7/5 (19 download)
Download or read book Extreme value analysis and some problems of applications in meteorology written by Tibor Faragó and published by . This book was released on 1989 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 : 9789637702419
Total Pages : 33 pages
Book Rating : 4.7/5 (24 download)
Download or read book Extreme Value Analysis and Some Problems of Applications in Meteorology written by and published by . This book was released on 1989 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Harry Joe
Publisher : World Scientific
ISBN 13 : 981429988X
Total Pages : 370 pages
Book Rating : 4.8/5 (142 download)
Download or read book Dependence Modeling written by Harry Joe and published by World Scientific. This book was released on 2011 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Introduction : Dependence modeling / D. Kurowicka -- 2. Multivariate copulae / M. Fischer -- 3. Vines arise / R.M. Cooke, H. Joe and K. Aas -- 4. Sampling count variables with specified Pearson correlation : A comparison between a naive and a C-vine sampling approach / V. Erhardt and C. Czado -- 5. Micro correlations and tail dependence / R.M. Cooke, C. Kousky and H. Joe -- 6. The Copula information criterion and Its implications for the maximum pseudo-likelihood estimator / S. Gronneberg -- 7. Dependence comparisons of vine copulae with four or more variables / H. Joe -- 8. Tail dependence in vine copulae / H. Joe -- 9. Counting vines / O. Morales-Napoles -- 10. Regular vines : Generation algorithm and number of equivalence classes / H. Joe, R.M. Cooke and D. Kurowicka -- 11. Optimal truncation of vines / D. Kurowicka -- 12. Bayesian inference for D-vines : Estimation and model selection / C. Czado and A. Min -- 13. Analysis of Australian electricity loads using joint Bayesian inference of D-vines with autoregressive margins / C. Czado, F. Gartner and A. Min -- 14. Non-parametric Bayesian belief nets versus vines / A. Hanea -- 15. Modeling dependence between financial returns using pair-copula constructions / K. Aas and D. Berg -- 16. Dynamic D-vine model / A. Heinen and A. Valdesogo -- 17. Summary and future directions / D. Kurowicka
Author : Enrique Castillo
Publisher : Wiley-Interscience
ISBN 13 : 9780471671725
Total Pages : 0 pages
Book Rating : 4.6/5 (717 download)
Download or read book Extreme Value and Related Models with Applications in Engineering and Science written by Enrique Castillo and published by Wiley-Interscience. This book was released on 2004-11-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A straightforward, practical guide to extreme value modeling for today's world Measuring and interpreting data for extreme values presents a unique and important challenge that has far-reaching implications for all aspects of modern engineering and science. Extreme Value and Related Models with Applications in Engineering and Science reflects the latest information in this growing field. The book incorporates illuminating real-world examples from such areas as structural engineering, hydraulics, meteorology, materials science, highway traffic analysis, environmetrics, and climatology, and is designed to help engineers, mathematicians, statisticians, and scientists gain a clearer understanding of extreme value theory and then translate that knowledge into practical applications within their own fields of research. The book provides: A unique focus on modern topics including data analysis and inference Specific data in such areas as wind, flood, chain strength, electrical insulation, fatigue, precipitation, and wave heights Useful techniques for addressing extreme value problems, including discrete, continuous, univariate, and multivariate models Coverage of order statistics, return period, exceedances and shortfalls, along with detailed explanations on how to obtain exact distributions for these statistics An in-depth look at asymptotic models and the limit distributions of maxima, minima, and other order statistics Enhanced with numerous graphs and exercises, plus an extensive bibliography for further study, this text is an important reference source for engineers designing structures that will withstand even the most extreme circumstances.
Author : Irving I. Gringorten
Publisher :
ISBN 13 :
Total Pages : 100 pages
Book Rating : 4.3/5 (91 download)
Download or read book Extreme Value Statistics in Meteorology written by Irving I. Gringorten and published by . This book was released on 1960 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : J. Galambos
Publisher : Springer Science & Business Media
ISBN 13 : 1461336384
Total Pages : 526 pages
Book Rating : 4.4/5 (613 download)
Download or read book Extreme Value Theory and Applications written by J. Galambos and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: It appears that we live in an age of disasters: the mighty Missis sippi and Missouri flood millions of acres, earthquakes hit Tokyo and California, airplanes crash due to mechanical failure and the seemingly ever increasing wind speeds make the storms more and more frightening. While all these may seem to be unexpected phenomena to the man on the street, they are actually happening according to well defined rules of science known as extreme value theory. We know that records must be broken in the future, so if a flood design is based on the worst case of the past then we are not really prepared against floods. Materials will fail due to fatigue, so if the body of an aircraft looks fine to the naked eye, it might still suddenly fail if the aircraft has been in operation over an extended period of time. Our theory has by now penetrated the so cial sciences, the medical profession, economics and even astronomy. We believe that our field has come of age. In or~er to fully utilize the great progress in the theory of extremes and its ever increasing acceptance in practice, an international conference was organized in which equal weight was given to theory and practice. This book is Volume I of the Proceedings of this conference. In selecting the papers for Volume lour guide was to have authoritative works with a large variety of coverage of both theory and practice.
Author : Stuart Coles
Publisher : Springer Science & Business Media
ISBN 13 : 1447136756
Total Pages : 219 pages
Book Rating : 4.4/5 (471 download)
Download or read book An Introduction to Statistical Modeling of Extreme Values written by Stuart Coles and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Directly oriented towards real practical application, this book develops both the basic theoretical framework of extreme value models and the statistical inferential techniques for using these models in practice. Intended for statisticians and non-statisticians alike, the theoretical treatment is elementary, with heuristics often replacing detailed mathematical proof. Most aspects of extreme modeling techniques are covered, including historical techniques (still widely used) and contemporary techniques based on point process models. A wide range of worked examples, using genuine datasets, illustrate the various modeling procedures and a concluding chapter provides a brief introduction to a number of more advanced topics, including Bayesian inference and spatial extremes. All the computations are carried out using S-PLUS, and the corresponding datasets and functions are available via the Internet for readers to recreate examples for themselves. An essential reference for students and researchers in statistics and disciplines such as engineering, finance and environmental science, this book will also appeal to practitioners looking for practical help in solving real problems. Stuart Coles is Reader in Statistics at the University of Bristol, UK, having previously lectured at the universities of Nottingham and Lancaster. In 1992 he was the first recipient of the Royal Statistical Society's research prize. He has published widely in the statistical literature, principally in the area of extreme value modeling.
Author : Emil Julius Gumbel
Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.:/5 (31 download)
Download or read book Statistical Theory of Extreme Values and Some Practical Applications written by Emil Julius Gumbel and published by . This book was released on 1954 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Barbel Finkenstadt
Publisher : CRC Press
ISBN 13 : 1135438013
Total Pages : 424 pages
Book Rating : 4.1/5 (354 download)
Download or read book Extreme Values in Finance, Telecommunications, and the Environment written by Barbel Finkenstadt and published by CRC Press. This book was released on 2003-07-28 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Because of its potential to ...predict the unpredictable,... extreme value theory (EVT) and methodology is currently receiving a great deal of attention from statistical and mathematical researchers. This book brings together world-recognized authorities in their respective fields to provide expository chapters on the applications, use, and theory of extreme values in the areas of finance, insurance, the environment, and telecommunications. The comprehensive introductory chapter by Richard Smith ensures a high level of cohesion for this volume.
Author : Nicolas Bousquet
Publisher : Springer Nature
ISBN 13 : 3030749428
Total Pages : 491 pages
Book Rating : 4.0/5 (37 download)
Download or read book Extreme Value Theory with Applications to Natural Hazards written by Nicolas Bousquet and published by Springer Nature. This book was released on 2021-10-09 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: This richly illustrated book describes statistical extreme value theory for the quantification of natural hazards, such as strong winds, floods and rainfall, and discusses an interdisciplinary approach to allow the theoretical methods to be applied. The approach consists of a number of steps: data selection and correction, non-stationary theory (to account for trends due to climate change), and selecting appropriate estimation techniques based on both decision-theoretic features (e.g., Bayesian theory), empirical robustness and a valid treatment of uncertainties. It also examines and critically reviews alternative approaches based on stochastic and dynamic numerical models, as well as recently emerging data analysis issues and presents large-scale, multidisciplinary, state-of-the-art case studies. Intended for all those with a basic knowledge of statistical methods interested in the quantification of natural hazards, the book is also a valuable resource for engineers conducting risk analyses in collaboration with scientists from other fields (such as hydrologists, meteorologists, climatologists).
Author : Haroon M. Barakat
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1527534650
Total Pages : 280 pages
Book Rating : 4.5/5 (275 download)
Download or read book Statistical Techniques for Modelling Extreme Value Data and Related Applications written by Haroon M. Barakat and published by Cambridge Scholars Publishing. This book was released on 2019-05-14 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book tackles some modern trends and methods in the modelling of extreme data. Usually such data arise from random phenomena such as floods, hurricanes, air and water pollutants, extreme claim sizes, life spans, and maximum sizes of ecological populations. It provides the latest statistical methods to model these random phenomena to understand and predict them, thus allowing the avoidance of damage or at least minimizing it. In addition, this book sheds light on the mathematical and statistical theories on which applied modelling methods were built. Therefore, it has both an applied and theoretical orientation, and represents a valuable addition to existing literature on the modelling of extreme value data.
Author : Julius Lieblein
Publisher :
ISBN 13 :
Total Pages : 104 pages
Book Rating : 4.3/5 (91 download)
Download or read book A New Method of Analyzing Extreme-value Data written by Julius Lieblein and published by . This book was released on 1954 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new method is presented and proposed for analyzing extreme-value data which may arise in a wide variety of applications.
Author : Brian Bader
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (119 download)
Download or read book Automated, Efficient, and Practical Extreme Value Analysis with Environmental Applications written by Brian Bader and published by . This book was released on 2016 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Although the fundamental probabilistic theory of extremes has been well developed, there are many practical considerations that must be addressed in application. The contribution of this thesis is four-fold. The first concerns the choice of r in the r largest order statistics modeling of extremes. Practical concern lies in choosing the value of r; a larger value necessarily reduces variance of the estimates, however there is a trade-off in that it may also introduce bias. Current model diagnostics are somewhat restrictive, either involving prior knowledge about the domain of the distribution or using visual tools. We propose a pair of formal goodness-of-fit tests, which can be carried out in a sequential manner to select r. A recently developed adjustment for multiplicity in the ordered, sequential setting is applied to provide error control. It is shown via simulation that both tests hold their size and have adequate power to detect deviations from the null model. The second contribution pertains to threshold selection in the peaks-over-threshold approach. Existing methods for threshold selection in practice are informal as in visual diagnostics or rules of thumb, computationally expensive, or do not account for the multiple testing issue. We take a methodological approach, modifying existing goodness-of-fit tests combined with appropriate error control for multiplicity to provide an efficient, automated procedure for threshold selection in large scale problems. The third combines a theoretical and methodological approach to improve estimation within non-stationary regional frequency models of extremal data. Two alternative methods of estimation to maximum likelihood (ML), maximum product spacing (MPS) and a hybrid L-moment / likelihood approach are incorporated in this framework. In addition to having desirable theoretical properties compared to ML, it is shown through simulation that these alternative estimators are more efficient in short record lengths. The methodology developed is demonstrated with climate based applications. Last, an overview of computational issues for extremes is provided, along with a brief tutorial of the R package eva, which improves the functionality of existing extreme value software, as well as contributing new implementations.
Author : Amir AghaKouchak
Publisher : Springer Science & Business Media
ISBN 13 : 9400744781
Total Pages : 430 pages
Book Rating : 4.4/5 (7 download)
Download or read book Extremes in a Changing Climate written by Amir AghaKouchak and published by Springer Science & Business Media. This book was released on 2012-10-24 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a collection of the state-of-the-art methodologies and approaches suggested for detecting extremes, trend analysis, accounting for nonstationarities, and uncertainties associated with extreme value analysis in a changing climate. This volume is designed so that it can be used as the primary reference on the available methodologies for analysis of climate extremes. Furthermore, the book addresses current hydrometeorologic global data sets and their applications for global scale analysis of extremes. While the main objective is to deliver recent theoretical concepts, several case studies on extreme climate conditions are provided. Audience The book is suitable for teaching in graduate courses in the disciplines of Civil and Environmental Engineering, Earth System Science, Meteorology and Atmospheric Sciences.
Author : Samuel Kotz
Publisher : World Scientific
ISBN 13 : 1783261730
Total Pages : 195 pages
Book Rating : 4.7/5 (832 download)
Download or read book Extreme Value Distributions written by Samuel Kotz and published by World Scientific. This book was released on 2000-10-09 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: This important book provides an up-to-date comprehensive and down-to-earth survey of the theory and practice of extreme value distributions — one of the most prominent success stories of modern applied probability and statistics. Originated by E J Gumbel in the early forties as a tool for predicting floods, extreme value distributions evolved during the last 50 years into a coherent theory with applications in practically all fields of human endeavor where maximal or minimal values (the so-called extremes) are of relevance. The book is of usefulness both for a beginner with a limited probabilistic background and to expert in the field./a
Author : Tsukasa Hokimoto
Publisher : BoD – Books on Demand
ISBN 13 : 953513101X
Total Pages : 327 pages
Book Rating : 4.5/5 (351 download)
Download or read book Advances in Statistical Methodologies and Their Application to Real Problems written by Tsukasa Hokimoto and published by BoD – Books on Demand. This book was released on 2017-04-26 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, statistical techniques and methods for data analysis have advanced significantly in a wide range of research areas. These developments enable researchers to analyze increasingly large datasets with more flexibility and also more accurately estimate and evaluate the phenomena they study. We recognize the value of recent advances in data analysis techniques in many different research fields. However, we also note that awareness of these different statistical and probabilistic approaches may vary, owing to differences in the datasets typical of different research fields. This book provides a cross-disciplinary forum for exploring the variety of new data analysis techniques emerging from different fields.
Author : Arvid Naess
Publisher : Springer Nature
ISBN 13 : 3031607694
Total Pages : 277 pages
Book Rating : 4.0/5 (316 download)
Download or read book Applied Extreme Value Statistics written by Arvid Naess and published by Springer Nature. This book was released on with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt:
