Empirical Estimates in Stochastic Optimization via Distribution Tails

0346165 - ÚTIA 2011 RIV CZ eng J - Journal Article
Kaňková, Vlasta
Empirical Estimates in Stochastic Optimization via Distribution Tails.
Kybernetika. Roč. 46, č. 3 (2010), s. 459-471. ISSN 0023-5954.
[International Conference on Mathematical Methods in Economy and Industry. České Budějovice, 15.06.2009-18.06.2009]
R&D Projects: GA ČR GA402/07/1113; GA ČR(CZ) GA402/08/0107; GA MŠMT(CZ) LC06075
Institutional research plan: CEZ:AV0Z10750506
Keywords : Stochastic programming problems * Stability * Wasserstein metric * L_1 norm * Lipschitz property * Empirical estimates * Convergence rate * Exponential tails * Heavy tails * Pareto distribution * Risk functional * Empirical quantiles
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.461, year: 2010
Permanent Link: http://hdl.handle.net/11104/0187260