Multivariate Frequency Analysis of Hydro-Meteorological Variables: A Copula-Based Approach provides comprehensive and detailed descriptions of the approaches and techniques used in multivariate frequency analysis (including, but not limited to copula functions), with illustrative examples and real-life case studies provided. The book presents all background material and new developments in one place, presenting the material in a homogeneous and pedagogical way in order to allow students, engineers and researchers to access and efficiently use all information surrounding this topic.
This reference can be used as a guide to apply the available and recent approaches to evaluate hydro-meteorological risks, to design hydraulic structures, in teaching (faculty members), and as a literature review to go to the next steps in research projects (graduate students and postdocs).
1. Chapter 1 : Introduction - p. Page ix 2. Chapter 2 : Multivariate hydrological frequency analysis, overview - p. Page 8 3. Chapter 3 : Multivariate preliminary analysis - p. Page 26 4. Chapter 4 : Checking basic assumptions for multivariate hydrological frequency analysis - p. Page 56 5. Chapter 5 : Modeling in multivariate hydrological frequency analysis with copula - p. Page 86 6. Chapter 6 : Multivariate return period and quantile - p. Page 129 7. Chapter 7 : Multivariate nonstationary frequency analysis - p. Page 152 8. Chapter 8 : Multivariate regional frequency analysis - p. Page 172 9. Appendix A : Ties in the copula-based framework and in hydrology - p. Page 188 10. Appendix B : Statistical depth functions - p. Page 192 11. Appendix C : Multivariate L-moments - p. Page 195 12. Appendix D : p-Value computation - p. Page 198 13. Index - p. Page 202
Multivariate Frequency Analysis of Hydro-Meteorological Variables: A Copula-Based Approach provides comprehensive and detailed descriptions of the approaches and techniques used in multivariate frequency analysis (including, but not limited to copula functions), with illustrative examples and real-life case studies provided. The book presents all background material and new developments in one place, presenting the material in a homogeneous and pedagogical way in order to allow students, engineers and researchers to access and efficiently use all information surrounding this topic.
This reference can be used as a guide to apply the available and recent approaches to evaluate hydro-meteorological risks, to design hydraulic structures, in teaching (faculty members), and as a literature review to go to the next steps in research projects (graduate students and postdocs).
1. Chapter 1 : Introduction - p. Page ix 2. Chapter 2 : Multivariate hydrological frequency analysis, overview - p. Page 8 3. Chapter 3 : Multivariate preliminary analysis - p. Page 26 4. Chapter 4 : Checking basic assumptions for multivariate hydrological frequency analysis - p. Page 56 5. Chapter 5 : Modeling in multivariate hydrological frequency analysis with copula - p. Page 86 6. Chapter 6 : Multivariate return period and quantile - p. Page 129 7. Chapter 7 : Multivariate nonstationary frequency analysis - p. Page 152 8. Chapter 8 : Multivariate regional frequency analysis - p. Page 172 9. Appendix A : Ties in the copula-based framework and in hydrology - p. Page 188 10. Appendix B : Statistical depth functions - p. Page 192 11. Appendix C : Multivariate L-moments - p. Page 195 12. Appendix D : p-Value computation - p. Page 198 13. Index - p. Page 202
