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On the computational methods in non-linear design of experiments

dc.contributor.authorKitsos, Christos P.
dc.contributor.authorOliveira, Amilcar
dc.contributor.authorKitsos, Christos P.
dc.date.accessioned2021-05-11T13:20:25Z
dc.date.available2021-05-11T13:20:25Z
dc.date.issued2020-06-06
dc.description.abstractIn this paper the non-linear problem is discussed, for point and interval computational estimation. For the interval estimation an adjusted formulation is discussed due to Beale’s measure of non-linearity. The non-linear experimental design problem is regarded when the errors of observations are assumed i.i.d. and normally distributed as usually. The sequential approach is adopted. The average-per-observation information matrix is adopted to the developed theoretical approach. Different applications are discussed and we provide evidence that the sequential approach might be the panacea for solving a non-linear optimal experimental design problem.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doi10.1007/978-3-030-44625-3_11pt_PT
dc.identifier.isbn978-3-030-44624-6
dc.identifier.urihttp://hdl.handle.net/10400.2/10716
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherSpringerpt_PT
dc.subjectExperimental designpt_PT
dc.subjectOptimal designpt_PT
dc.subjectFisher’s informationpt_PT
dc.subjectAutoregressive modelpt_PT
dc.subjectLinear modelspt_PT
dc.subjectNon-linear modelspt_PT
dc.subjectBeale’s measurept_PT
dc.subjectOptimizationpt_PT
dc.subjectFisher’s informationpt_PT
dc.subjectDesign measurept_PT
dc.titleOn the computational methods in non-linear design of experimentspt_PT
dc.typebook part
dspace.entity.typePublication
oaire.citation.endPage206pt_PT
oaire.citation.startPage191pt_PT
oaire.citation.titleOn the Computational Methods in Non-linear Design of Experimentspt_PT
oaire.citation.volume159pt_PT
person.familyNameOliveira
person.familyNameKitsos
person.givenNameAmilcar
person.givenNameChristos P.
person.identifier.ciencia-id7110-61B4-B87F
person.identifier.orcid0000-0001-5500-7742
person.identifier.orcid0000-0003-3084-0150
person.identifier.scopus-author-id55675222550
rcaap.rightsrestrictedAccesspt_PT
rcaap.typebookPartpt_PT
relation.isAuthorOfPublication1c873476-22fd-4331-8286-ff5576ac3b0c
relation.isAuthorOfPublicationc35aefb9-c71f-47a0-9826-0a9f82f89581
relation.isAuthorOfPublication.latestForDiscovery1c873476-22fd-4331-8286-ff5576ac3b0c

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