Microcomputer implementation of robust regression techniques

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dc.contributor.authorDetwiler, Danaen
dc.contributor.committeechairTriantis, Konstantinos P.en
dc.contributor.committeememberBlanchard, Benjamin S. Jr.en
dc.contributor.committeememberBaker, Joanna R.en
dc.contributor.departmentSystems Engineeringen
dc.date.accessioned2014-03-14T21:32:31Zen
dc.date.adate2010-03-30en
dc.date.available2014-03-14T21:32:31Zen
dc.date.issued1993-11-15en
dc.date.rdate2010-03-30en
dc.date.sdate2010-03-30en
dc.description.abstractSystems Engineering requires that relationships between variables under control (independent variables) and variables which are to be controlled (dependent variables) be quantified. The most common method for characterizing this relationship is to use least squares regression. This method is inadequate in cases where some of the observed relationships between variables is contaminated with aberrant data. This project provides two microcomputer-based tools that will aid the systems engineer in identifying such instances of aberrant observations. Although mainframe implementations of these tools exist, microcomputer implementations of these tools are needed to accommodate many engineers which find microcomputers more accessible than mainframe computers.en
dc.description.degreeMaster of Scienceen
dc.format.extentv, 115 leavesen
dc.format.mediumBTDen
dc.format.mimetypeapplication/pdfen
dc.identifier.otheretd-03302010-020305en
dc.identifier.sourceurlhttp://scholar.lib.vt.edu/theses/available/etd-03302010-020305/en
dc.identifier.urihttp://hdl.handle.net/10919/41832en
dc.language.isoenen
dc.publisherVirginia Techen
dc.relation.haspartLD5655.V851_1993.D478.pdfen
dc.relation.isformatofOCLC# 29893107en
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subject.lccLD5655.V851 1993.D478en
dc.subject.lcshRegression analysis -- Data processingen
dc.subject.lcshRobust statistics -- Data processingen
dc.titleMicrocomputer implementation of robust regression techniquesen
dc.typeMaster's projecten
dc.type.dcmitypeTexten
thesis.degree.disciplineSystems Engineeringen
thesis.degree.grantorVirginia Polytechnic Institute and State Universityen
thesis.degree.levelmastersen
thesis.degree.nameMaster of Scienceen

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