Copulas And Their Applications In Water Resources Engineering
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Copulas And Their Applications In Water Resources Engineering
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Author : Lan Zhang
language : en
Publisher: Cambridge University Press
Release Date : 2019-01-10
Copulas And Their Applications In Water Resources Engineering written by Lan Zhang and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-10 with Mathematics categories.
Illustration of copula theory with detailed real-world case study examples in the fields of hydrology and water resources engineering.
Copulas And Its Application In Hydrology And Water Resources
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Author : Lu Chen
language : en
Publisher: Springer
Release Date : 2018-06-28
Copulas And Its Application In Hydrology And Water Resources written by Lu Chen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-28 with Science categories.
This book presents an overview of copula theory and its application in hydrology, and provides valuable insights, useful methods and practical applications for multivariate hydrological analysis using copulas. In addition, it extends the traditional bivariate model to trivariate or multivariate models. The specific applications covered include the study of flood frequency analysis, drought frequency analysis, dependence analysis, flood coincidence risk analysis and statistical simulation using copulas. The book offers a valuable guide for researchers, scientists and engineers working in hydrology and water resources, and will also benefit graduate or doctoral students with a basic grasp of copula functions who want to learn about the latest research developments in the field.
Statistical Analysis Of Hydrologic Variables
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Author : Ramesh S. V. Teegavarapu
language : en
Publisher:
Release Date : 2019
Statistical Analysis Of Hydrologic Variables written by Ramesh S. V. Teegavarapu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Groundwater flow categories.
This book provides a compilation of statistical analysis methods used to analyze and assess critical variables in the hydrological cycle.
Extremes In Nature
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Author : Gianfausto Salvadori
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-06-01
Extremes In Nature written by Gianfausto Salvadori and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-01 with Science categories.
This book is about the theoretical and practical aspects of the statistics of Extreme Events in Nature. Most importantly, this is the first text in which Copulas are introduced and used in Geophysics. Several topics are fully original, and show how standard models and calculations can be improved by exploiting the opportunities offered by Copulas. In addition, new quantities useful for design and risk assessment are introduced.
Fundamentals Of Statistical Hydrology
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Author : Mauro Naghettini
language : en
Publisher: Springer
Release Date : 2016-10-26
Fundamentals Of Statistical Hydrology written by Mauro Naghettini and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-26 with Science categories.
This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topics of the subject and contains many worked out examples and proposed exercises. Starting from simple notions of the essential graphical examination of hydrological data, the book gives a complete account of the role that probability considerations must play during modelling, diagnosis of model fit, prediction and evaluating the uncertainty in model predictions, including the essence of Bayesian application in hydrology and statistical methods under nonstationarity. The book also offers a comprehensive and useful discussion on subjective topics, such as the selection of probability distributions suitable for hydrological variables. On a practical level, it explains MS Excel charting and computing capabilities, demonstrates the use of Winbugs free software to solve Monte Carlo Markov Chain (MCMC) simulations, and gives examples of free R code to solve nonstationary models with nonlinear link functions with climate covariates.
Statistical Methods In Hydrology And Hydroclimatology
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Author : Rajib Maity
language : en
Publisher: Springer Nature
Release Date : 2022-01-25
Statistical Methods In Hydrology And Hydroclimatology written by Rajib Maity and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-25 with Science categories.
This second edition focuses on the application of statistical methods in the field of hydrology and hydroclimatology. Among the latest theories being used in these fields, the book introduces the theory of copulas and its applications in this context. The purpose is to develop an understanding and illustrate the usefulness of the statistical techniques with detailed theory and numerous worked out examples. Apart from this, sample scripts based on MATLAB, Python and R for some examples are also provided to assist the readers to handle real life data. Besides serving as a textbook for graduate courses on stochastic modeling in hydrology and related disciplines, the book offers a valuable resource for researchers and professionals involved in the field of hydrology and climatology.
World Water Resources At The Beginning Of The Twenty First Century
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Author : I. A. Shiklomanov
language : en
Publisher: Cambridge University Press
Release Date : 2003
World Water Resources At The Beginning Of The Twenty First Century written by I. A. Shiklomanov and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Nature categories.
Modern assessment of the state of the world's water resources for researchers and policy-makers.
Entropy Theory And Its Application In Environmental And Water Engineering
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Author : Vijay P. Singh
language : en
Publisher: Wiley-Blackwell
Release Date : 2013-02-18
Entropy Theory And Its Application In Environmental And Water Engineering written by Vijay P. Singh and has been published by Wiley-Blackwell this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-18 with Science categories.
Entropy Theory and its Application in Environmental and Water Engineering responds to the need for a book that deals with basic concepts of entropy theory from a hydrologic and water engineering perspective and then for a book that deals with applications of these concepts to a range of water engineering problems. The range of applications of entropy is constantly expanding and new areas finding a use for the theory are continually emerging. The applications of concepts and techniques vary across different subject areas and this book aims to relate them directly to practical problems of environmental and water engineering. The book presents and explains the Principle of Maximum Entropy (POME) and the Principle of Minimum Cross Entropy (POMCE) and their applications to different types of probability distributions. Spatial and inverse spatial entropy are important for urban planning and are presented with clarity. Maximum entropy spectral analysis and minimum cross entropy spectral analysis are powerful techniques for addressing a variety of problems faced by environmental and water scientists and engineers and are described here with illustrative examples. Giving a thorough introduction to the use of entropy to measure the unpredictability in environmental and water systems this book will add an essential statistical method to the toolkit of postgraduates, researchers and academic hydrologists, water resource managers, environmental scientists and engineers. It will also offer a valuable resource for professionals in the same areas, governmental organizations, private companies as well as students in earth sciences, civil and agricultural engineering, and agricultural and rangeland sciences. This book: Provides a thorough introduction to entropy for beginners and more experienced users Uses numerous examples to illustrate the applications of the theoretical principles Allows the reader to apply entropy theory to the solution of practical problems Assumes minimal existing mathematical knowledge Discusses the theory and its various aspects in both univariate and bivariate cases Covers newly expanding areas including neural networks from an entropy perspective and future developments.
Dependence Modeling
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Author : Harry Joe
language : en
Publisher: World Scientific
Release Date : 2011
Dependence Modeling written by Harry Joe and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Business & Economics categories.
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
Systems Of Frequency Distributions For Water And Environmental Engineering
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Author : Vijay P. Singh
language : en
Publisher: Cambridge University Press
Release Date : 2020-11-26
Systems Of Frequency Distributions For Water And Environmental Engineering written by Vijay P. Singh and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-26 with Nature categories.
An overview of different systems of frequency distributions, their properties, and applications to the fields of water resources and environmental engineering.