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Challenges in Statistical Theory: Complex Data Structures and Algorithmic Optimization

dc.date.accessioned2019-10-24T13:56:59Z
dc.date.available2019-10-24T13:56:59Z
dc.date.issued2009
dc.identifier.urihttp://publications.mfo.de/handle/mfo/3140
dc.description.abstractTechnological developments have created a constant incoming stream of complex new data structures that need analysis. Modern statistics therefore means mathematically sophisticated new statistical theory that generates or supports innovative data-analytic methodologies for complex data structures. Inherent in many of these methodologies are challenging numerical optimization methods. The proposed workshop intends to bring together experts from mathematical statistics as well as statisticians involved in serious modern applications and computing. The primary goal of this meeting was to advance the mathematical and methodological underpinnings of modern statistics for complex data. Particular focus was given to the advancement of theory and methods under non-stationarity and complex dependence structures including (multivariate) financial time series, scientific data analysis in neurosciences and bio-physics, estimation under shape constraints, and highdimensional discrimination/classification.
dc.titleChallenges in Statistical Theory: Complex Data Structures and Algorithmic Optimization
dc.identifier.doi10.14760/OWR-2009-39
local.series.idOWR-2009-39
local.subject.msc60
local.subject.msc90
local.subject.msc62
local.subject.msc92
local.sortindex580
local.date-range23 Aug - 29 Aug 2009
local.workshopcode0935
local.workshoptitleChallenges in Statistical Theory: Complex Data Structures and Algorithmic Optimization
local.organizersRudolf J. Beran, Davis; Claudia Klüppelberg, München; Wolfgang Polonik, Davis
local.report-nameWorkshop Report 2009,39
local.opc-photo-id0935
local.publishers-doi10.4171/OWR/2009/39
local.ems-referenceBeran Rudolf, Klüppelberg Claudia, Polonik Wolfgang: Challenges in Statistical Theory: Complex Data Structures and Algorithmic Optimization. Oberwolfach Rep. 6 (2009), 2179-2234. doi: 10.4171/OWR/2009/39


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