Validation of Multivariate Response Simulation Models by Using Hotelling's Two-sample T^2 Test

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dc.contributor.authorBalci, Osmanen
dc.contributor.authorSargent, Robert G.en
dc.contributor.departmentComputer Scienceen
dc.date.accessioned2013-06-19T14:36:25Zen
dc.date.available2013-06-19T14:36:25Zen
dc.date.issued1981en
dc.description.abstractA procedure is developed by using Hotelling's two-sample T^2 test to test the validity of a multivariate response simulation model that represents an observable system. The validity of the simulation model is tested with respect to the mean behavior under a given experimental frame. A trade-off analysis can be performed and judgement decisions can be made as to what data collection budget to allocate, what data collection method to use, how many observations to collect on each of the model and system response variables, and what model builder's risk to choose for testing the validity under a satisfactory model user's risk. The procedure for validation is illustrated for a simulation model that represents an M/M/l queueing system with two performance measures of interest.en
dc.format.mimetypeapplication/pdfen
dc.identifierhttp://eprints.cs.vt.edu/archive/00000868/en
dc.identifier.sourceurlhttp://eprints.cs.vt.edu/archive/00000868/01/CS81016-R.pdfen
dc.identifier.trnumberCS81016-Ren
dc.identifier.urihttp://hdl.handle.net/10919/20360en
dc.language.isoenen
dc.publisherDepartment of Computer Science, Virginia Polytechnic Institute & State Universityen
dc.relation.ispartofHistorical Collection(Till Dec 2001)en
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.titleValidation of Multivariate Response Simulation Models by Using Hotelling's Two-sample T^2 Testen
dc.typeTechnical reporten
dc.type.dcmitypeTexten

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