A continuity theorem for cores of random closed sets
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- by Pedro Terán PDF
- Proc. Amer. Math. Soc. 136 (2008), 4417-4425
Abstract:
If a sequence of random closed sets $X_n$ in a separable complete metric space converges in distribution in the Wijsman topology to $X$, then the corresponding sequence of cores (sets of probability measures dominated by the capacity functional of $X_n$) converges to the core of the capacity of $X$. Core convergence is achieved not only in the Wijsman topology, but even in the stronger Vietoris topology. This is a generalization for unbounded random sets of the result proved by Artstein for random compact sets using the Hausdorff metric.References
- Zvi Artstein, Distributions of random sets and random selections, Israel J. Math. 46 (1983), no. 4, 313–324. MR 730347, DOI 10.1007/BF02762891
- Robert J. Aumann, Integrals of set-valued functions, J. Math. Anal. Appl. 12 (1965), 1–12. MR 185073, DOI 10.1016/0022-247X(65)90049-1
- Gerald Beer, Topologies on closed and closed convex sets, Mathematics and its Applications, vol. 268, Kluwer Academic Publishers Group, Dordrecht, 1993. MR 1269778, DOI 10.1007/978-94-015-8149-3
- Gerald Beer, Alojzy Lechicki, Sandro Levi, and Somashekhar Naimpally, Distance functionals and suprema of hyperspace topologies, Ann. Mat. Pura Appl. (4) 162 (1992), 367–381. MR 1199663, DOI 10.1007/BF01760016
- Adriana Castaldo, Fabio Maccheroni, and Massimo Marinacci, Random correspondences as bundles of random variables, Sankhyā 66 (2004), no. 3, 409–427. MR 2108198
- R. M. Dudley, Distances of probability measures and random variables, Ann. Math. Statist. 39 (1968), 1563–1572. MR 230338, DOI 10.1007/978-1-4419-5821-1_{4}
- Ding Feng and Hung T. Nguyen, On statistical inference with random sets, Soft methodology and random information systems, Adv. Soft Comput., Springer, Berlin, 2004, pp. 77–84. MR 2118082
- De-Jun Feng and Ding Feng, On a statistical framework for estimation from random set observations, J. Theoret. Probab. 17 (2004), no. 1, 85–110. MR 2054580, DOI 10.1023/B:JOTP.0000020476.12997.c2
- Xavier Fernique, Processus linéaires, processus généralisés, Ann. Inst. Fourier (Grenoble) 17 (1967), no. fasc. 1, 1–92 (French). MR 221576
- Christian Hess, On multivalued martingales whose values may be unbounded: martingale selectors and Mosco convergence, J. Multivariate Anal. 39 (1991), no. 1, 175–201. MR 1128679, DOI 10.1016/0047-259X(91)90012-Q
- A. Lechicki, S. Levi (1987). Wijsman convergence on the hyperspace of a metric space. Bull. Un. Math. Ital. 5(B), 435–452.
- Roberto Lucchetti and Angela Pasquale, A new approach to a hyperspace theory, J. Convex Anal. 1 (1994), no. 2, 173–193 (1995). MR 1363110
- Massimo Marinacci, Limit laws for non-additive probabilities and their frequentist interpretation, J. Econom. Theory 84 (1999), no. 2, 145–195. MR 1669509, DOI 10.1006/jeth.1998.2479
- G. Matheron, Random sets and integral geometry, Wiley Series in Probability and Mathematical Statistics, John Wiley & Sons, New York-London-Sydney, 1975. With a foreword by Geoffrey S. Watson. MR 0385969
- Ernest Michael, Topologies on spaces of subsets, Trans. Amer. Math. Soc. 71 (1951), 152–182. MR 42109, DOI 10.1090/S0002-9947-1951-0042109-4
- Enrique Miranda, Inés Couso, and Pedro Gil, Random sets as imprecise random variables, J. Math. Anal. Appl. 307 (2005), no. 1, 32–47. MR 2138973, DOI 10.1016/j.jmaa.2004.10.022
- Ilya Molchanov, Theory of random sets, Probability and its Applications (New York), Springer-Verlag London, Ltd., London, 2005. MR 2132405
- Tommy Norberg, On the existence of ordered couplings of random sets—with applications, Israel J. Math. 77 (1992), no. 3, 241–264. MR 1194794, DOI 10.1007/BF02773690
- Maurice Sion, On uniformization of sets in topological spaces, Trans. Amer. Math. Soc. 96 (1960), 237–245. MR 131506, DOI 10.1090/S0002-9947-1960-0131506-X
- A. V. Skorohod, Limit theorems for stochastic processes, Teor. Veroyatnost. i Primenen. 1 (1956), 289–319 (Russian, with English summary). MR 0084897
- Yeneng Sun, Distributional properties of correspondences on Loeb spaces, J. Funct. Anal. 139 (1996), no. 1, 68–93. MR 1399686, DOI 10.1006/jfan.1996.0079
- Leopold Vietoris, Bereiche zweiter Ordnung, Monatsh. Math. Phys. 32 (1922), no. 1, 258–280 (German). MR 1549179, DOI 10.1007/BF01696886
- Silvia Vogel, Semiconvergence in distribution of random closed sets with application to random optimization problems, Ann. Oper. Res. 142 (2006), 269–282. MR 2222921, DOI 10.1007/s10479-006-6172-0
- Wenlong Dong and Zhenpeng Wang, On representation and regularity of continuous parameter multivalued martingales, Proc. Amer. Math. Soc. 126 (1998), no. 6, 1799–1810. MR 1485468, DOI 10.1090/S0002-9939-98-04726-1
- R. A. Wijsman, Convergence of sequences of convex sets, cones and functions. II, Trans. Amer. Math. Soc. 123 (1966), 32–45. MR 196599, DOI 10.1090/S0002-9947-1966-0196599-8
Additional Information
- Pedro Terán
- Affiliation: Facultad de Ciencias Económicas y Empresariales, Grupo Decisión Multicriterio Zaragoza, Universidad de Zaragoza, Gran Vía 2, E-50005 Zaragoza, Spain
- Address at time of publication: Miguel Servet 2, $2{}^\circ$D, E-33213, Gijón, Spain
- Email: teran@unizar.es
- Received by editor(s): December 29, 2006
- Received by editor(s) in revised form: October 25, 2007
- Published electronically: July 18, 2008
- Additional Notes: This research was partially supported by Spain’s Ministerio de Educación y Ciencia under its research grants MTM2005-02254 and TSI2005-02511, and the Gobierno de Aragón under its research grant PM2004-052.
- Communicated by: Richard C. Bradley
- © Copyright 2008 Pedro Terán
- Journal: Proc. Amer. Math. Soc. 136 (2008), 4417-4425
- MSC (2000): Primary 60D05
- DOI: https://doi.org/10.1090/S0002-9939-08-09412-4
- MathSciNet review: 2431058