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Technische Universität Dortmund >
Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen, Technische Universität Dortmund >
Technical Reports, SFB 475, TU Dortmund >
Please use this identifier to cite or link to this item:
http://hdl.handle.net/10419/36619
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Full metadata record
| DC Field | | Value | | Language |
| dc.contributor.author | | Dette, Holger | | en_US |
| dc.contributor.author | | Melas, Viatcheslav B. | | en_US |
| dc.date.accessioned | | 2009-05-26 | | en_US |
| dc.date.accessioned | | 2010-07-15T10:08:03Z | | - |
| dc.date.available | | 2010-07-15T10:08:03Z | | - |
| dc.date.issued | | 2008 | | en_US |
| dc.identifier.uri | | http://hdl.handle.net/10419/36619 | | - |
| dc.description.abstract | | In the common linear regression model we consider the problem of designing experiments for estimating the slope of the expected response in a regression. We discuss locally optimal designs, where the experimenter is only interested in the slope at a particular point, and standardized minimax optimal designs, which could be used if precise estimation of the slope over a given region is required. General results on the number of support points of locally optimal designs are derived if the regression functions form a Chebyshev system. For polynomial regression and Fourier regression models of arbitrary degree the optimal designs for estimating the slope of the regression are determined explicitly for many cases of practical interest. | | en_US |
| dc.language.iso | | eng | | en_US |
| dc.publisher | | Univ., SFB 475 Dortmund | | en_US |
| dc.relation.ispartofseries | | Technical Report // Sonderforschungsbereich 475, Komplexitätsreduktion in Multivariaten Datenstrukturen, Universität Dortmund 2008,21 | | en_US |
| dc.subject.ddc | | 310 | | en_US |
| dc.subject.keyword | | locally optimal design | | en_US |
| dc.subject.keyword | | standardized minimax optimal design | | en_US |
| dc.subject.keyword | | estimating derivatives | | en_US |
| dc.subject.keyword | | polynomial regression | | en_US |
| dc.subject.keyword | | Fourier regression | | en_US |
| dc.title | | Optimal designs for estimating the slope of a regression | | en_US |
| dc.type | | Working Paper | | en_US |
| dc.identifier.ppn | | 600405931 | | en_US |
| dc.rights | | http://www.econstor.eu/dspace/Nutzungsbedingungen | | - |
| dc.identifier.repec | | RePEc:zbw:sfb475:200821 | | - |
| Appears in Collections: | | Technical Reports, SFB 475, TU Dortmund
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