Optimal designs for the Michaelis Menten model with correlated observations
dc.contributor.author | Dette, Holger | |
dc.contributor.author | Kunert, Joachim | |
dc.date.accessioned | 2012-01-30T10:15:25Z | |
dc.date.available | 2012-01-30T10:15:25Z | |
dc.date.issued | 2012-01-30 | |
dc.description.abstract | In this paper we investigate the problem of designing experiments for weighted least squares analysis in the Michaelis Menten model. We study the structure of exact D-optimal designs in a model with an autoregressive error structure. Explicit results for locally D-optimal are derived for the case where 2 observations can be taken per subject. Additionally standardized maximin D-optimal designs are obtained in this case. The results illustrate the enormous difficulties to find exact optimal designs explicitly for nonlinear regression models with correlated observations. | en |
dc.identifier.uri | http://hdl.handle.net/2003/29294 | |
dc.identifier.uri | http://dx.doi.org/10.17877/DE290R-3372 | |
dc.language.iso | en | de |
dc.relation.ispartofseries | Discussion Paper / SFB 823;04/2012 | en |
dc.subject | autoregressive errors | en |
dc.subject | exact designs | en |
dc.subject | locally D-optimal designs | en |
dc.subject | Michaelis Menten model | en |
dc.subject | standardized maximin optimal design | en |
dc.subject.ddc | 310 | |
dc.subject.ddc | 330 | |
dc.subject.ddc | 620 | |
dc.title | Optimal designs for the Michaelis Menten model with correlated observations | en |
dc.type | Text | de |
dc.type.publicationtype | workingPaper | de |
dcterms.accessRights | open access |