Limit Theorems for Unions of Random Closed Sets

The book concerns limit theorems and laws of large numbers for scaled unionsof independent identically distributed random sets. These results generalizewell-known facts from the theory of extreme values. Limiting distributions (called union-stable) are characterized and found explicitly for many exa...

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Autor principal: Molchanov, Ilya S., 1962-
Format: Livre numérique
Idioma:Anglais
Publicat: Berlin [etc.] : Springer [20..].
Cham : Springer Nature
Col·lecció:Lecture notes in mathematics 1561
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Edition sous un autre format:• Limit theorems for unions of random closed sets, Ilya S. Molchanov, 1993, Berlin, Springer, 1 volume (X-157 pages), Lecture notes in mathematics, 3-540-57393-3
• Limit Theorems for Unions of Random Closed Sets, Texte imprimé, 9783662165720
Taula de continguts:
  • Distributions of random closed sets
  • Survey on stability of random sets and limit theorems for Minkowski addition
  • Infinite divisibility and stability of random sets with respect to unions
  • Limit theorems for normalized unions of random closed sets
  • Almost sure convergence of unions of random closed sets
  • Multivalued regularly varying functions and their applications to limit theorems for unions of random sets
  • Probability metrics in the space of random sets distributions
  • Applications of limit theorems.