Empirical Estimates in Optimization Problems: Survey with Special Regard to Heavy Tails and Dependent Data

0386933 - ÚTIA 2013 RIV CZ eng J - Článek v odborném periodiku
Kaňková, Vlasta
Empirical Estimates in Optimization Problems: Survey with Special Regard to Heavy Tails and Dependent Data.
Bulletin of the Czech Econometric Society. Roč. 19, č. 30 (2012), s. 92-111. ISSN 1212-074X
Grant CEP: GA ČR GAP402/10/0956; GA ČR GAP402/11/0150; GA ČR GAP402/10/1610
Institucionální podpora: RVO:67985556
Klíčová slova: Stochastic optimization * empirical estimates * thin and heavy tails * independent and weak dependent random samples
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
http://library.utia.cas.cz/separaty/2013/E/kankova-empirical estimates in optimization problems survey with special regard to heavy tails and dependent data.pdf

Optimization problems depending on a probability measure correspond to many economic and finacial situations. In applications mostly the theoretical measure has to be replaced by empirical one. The paper deals with the case when distribution function with heavy tails corresponds to the theorerical measure and when empirical measure is determined by weak dependent random sample
Trvalý link: http://hdl.handle.net/11104/0220215