Abstract
This chapter is devoted to the theory of D-norms, a topic that is of unique mathematical interest. It is aimed at compiling contemporary knowledge on D-norms. For a survey of the various aspects that are dealt with in Chapter 1 we simply refer the reader to the table of contents of this book.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Balkema, A. A., and Resnick, S. I. (1977). Max-infinite divisibility. J. Appl. Probab. 14, 309–319. doi:10.2307/3213001.
Billingsley, P. (1999). Convergence of Probability Measures. Wiley Series in Probability and Statistics, 2nd ed. Wiley, New York. doi:10.1002/9780470316962.
Bolley, F. (2008). Separability and completeness for the Wasserstein distance. In Séminaire de Probabilités XLI (C. Donati-Martin, M. Émery, A. Rouault, and C. Stricker, eds.), Lecture Notes in Mathematics, vol. 1934, 371–377. Springer, Berlin. doi:10.1007/978-3-540-77913-1 17.
Brown, B. M., and Resnick, S. I. (1977). Extreme values of independent stochastic processes. J. Appl. Probab. 14, 732–739. doi:10.2307/3213346.
Fuller, T. (2016). An Approach to the D-Norms with Functional Analysis. Master’s thesis, University of Würzburg, Germany.
de Haan, L., and Ferreira, A. (2006). Extreme Value Theory: An Introduction. Springer Series in Operations Research and Financial Engineering. Springer, New York. doi:10.1007/0-387-34471-3 See http://people.few.eur.nl/ldehaan/EVTbook.correction.pdf and http://home.isa.utl.pt/~anafh/corrections.pdf for corrections and extensions.
de Haan, L., and Resnick, S. (1977). Limit theory for multivariate sample extremes. Probab. Theory Related Fields 40, 317–337. doi:10.1007/BF00533086.
Hofmann, D. (2009). Characterization of the D-Norm Corresponding to a Multivariate Extreme Value Distribution. Ph.D. thesis, University of Würzburg. http://opus.bibliothek.uni-wuerzburg.de/volltexte/2009/4134/.
Huser, R., and Davison, A. C. (2013). Composite likelihood estimation for the Brown-Resnick process. Biometrika 100, 511–518. doi:10.1093/biomet/ass089.
Jarchow, H. (1981). Locally Convex Spaces. Teubner, Stuttgart. doi:10.1007/978-3-322-90559-8.
Kabluchko, Z., Schlather, M., and de Haan, L. (2009). Stationary max-stable fields associated to negative definite functions. Ann. Probab. 37, 2042–2065. doi:10.1214/09-AOP455.
Krupskii, P., Joe, H., Lee, D., and Genton, M. G. (2018). Extreme-value limit of the convolution of exponential and multivariate normal distributions: Links to the Hüsler-Reiß distribution. J. Multivariate Anal. 163, 80–95. doi:10.1016/j.jmva.2017.10.006.
Lang, S. (1987). Linear Algebra. 3rd ed. Springer, New York. doi:10.1007/978-1-4757-1949-9.
Lax, P. D. (2002). Functional Analysis. Wiley, New York.
Molchanov, I. (2005). Theory of Random Sets. Probability and Its Applications. Springer, London. doi:10.1007/1-84628-150-4.
Molchanov, I. (2008). Convex geometry of max-stable distributions. Extremes 11, 235–259. doi:10.1007/s10687-008-0055-5.
Ng, K. W., Tian, G.-L., and Tang, M.-L. (2011). Dirichlet and Related Distributions. Theory, Methods and Applications. Wiley Series in Probability and Statistics. Wiley, Chichester, UK. doi:10.1002/9781119995784.
Phelps, R. R. (2001). Lectures on Choquet’s Theorem. 2nd ed. Springer, Berlin-Heidelberg. doi:10.1007/b76887.
Reiss, R.-D. (1989). Approximate Distributions of Order Statistics: With Applications to Nonparametric Statistics. Springer Series in Statistics. Springer, New York. doi:10.1007/978-1-4613-9620-8.
Ressel, P. (2013). Homogeneous distributions - and a spectral representation of classical mean values and stable tail dependence functions. J. Multivariate Anal. 117, 246–256. doi:10.1007/978-1-4613-9620-8.
Revuz, D., and Yor, M. (1999). Continuous Martingales and Brownian Motion. Grundlehren der mathematischen Wissenschaften, 3rd ed. Springer, London. doi:10.1007/978-3-662-21726-9.
Rockafellar, R. T. (1970). Convex Analysis. Princeton University Press, New Jersey.
Takahashi, R. (1987). Some properties of multivariate extreme value distributions and multivariate tail equivalence. Ann. Inst. Stat. Math. 39, 637–647. doi:10.1007/BF02491496.
Takahashi, R. (1988). Characterizations of a multivariate extreme value distribution. Adv. in Appl. Probab. 20, 235–236. doi:10.2307/1427279.
Vatan, P. (1985). Max-infinite divisibility and max-stability in infinite dimensions. In Probability in Banach Spaces V: Proceedings of the International Conference held in Medford, USA, July 16, 1984 (A. Beck, R. Dudley, M. Hahn, J. Kuelbs, and M. Marcus, eds.), Lecture Notes in Mathematics, vol. 1153, 400–425. Springer, Berlin. doi:10.1007/BFb0074963.
Villani, C. (2009). Optimal Transport. Old and New, Grundlehren der mathematischen Wissenschaften, vol. 338. Springer, Berlin. doi:10.1007/978-3-540-71050-9.
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this chapter
Cite this chapter
Falk, M. (2019). D-Norms. In: Multivariate Extreme Value Theory and D-Norms. Springer Series in Operations Research and Financial Engineering. Springer, Cham. https://doi.org/10.1007/978-3-030-03819-9_1
Download citation
DOI: https://doi.org/10.1007/978-3-030-03819-9_1
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-03818-2
Online ISBN: 978-3-030-03819-9
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)