Publication
On the computational methods in non-linear design of experiments
| dc.contributor.author | Kitsos, Christos P. | |
| dc.contributor.author | Oliveira, Amilcar | |
| dc.contributor.author | Kitsos, Christos P. | |
| dc.date.accessioned | 2021-05-11T13:20:25Z | |
| dc.date.available | 2021-05-11T13:20:25Z | |
| dc.date.issued | 2020-06-06 | |
| dc.description.abstract | In 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.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.doi | 10.1007/978-3-030-44625-3_11 | pt_PT |
| dc.identifier.isbn | 978-3-030-44624-6 | |
| dc.identifier.uri | http://hdl.handle.net/10400.2/10716 | |
| dc.language.iso | eng | pt_PT |
| dc.peerreviewed | yes | pt_PT |
| dc.publisher | Springer | pt_PT |
| dc.subject | Experimental design | pt_PT |
| dc.subject | Optimal design | pt_PT |
| dc.subject | Fisher’s information | pt_PT |
| dc.subject | Autoregressive model | pt_PT |
| dc.subject | Linear models | pt_PT |
| dc.subject | Non-linear models | pt_PT |
| dc.subject | Beale’s measure | pt_PT |
| dc.subject | Optimization | pt_PT |
| dc.subject | Fisher’s information | pt_PT |
| dc.subject | Design measure | pt_PT |
| dc.title | On the computational methods in non-linear design of experiments | pt_PT |
| dc.type | book part | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 206 | pt_PT |
| oaire.citation.startPage | 191 | pt_PT |
| oaire.citation.title | On the Computational Methods in Non-linear Design of Experiments | pt_PT |
| oaire.citation.volume | 159 | pt_PT |
| person.familyName | Oliveira | |
| person.familyName | Kitsos | |
| person.givenName | Amilcar | |
| person.givenName | Christos P. | |
| person.identifier.ciencia-id | 7110-61B4-B87F | |
| person.identifier.orcid | 0000-0001-5500-7742 | |
| person.identifier.orcid | 0000-0003-3084-0150 | |
| person.identifier.scopus-author-id | 55675222550 | |
| rcaap.rights | restrictedAccess | pt_PT |
| rcaap.type | bookPart | pt_PT |
| relation.isAuthorOfPublication | 1c873476-22fd-4331-8286-ff5576ac3b0c | |
| relation.isAuthorOfPublication | c35aefb9-c71f-47a0-9826-0a9f82f89581 | |
| relation.isAuthorOfPublication.latestForDiscovery | 1c873476-22fd-4331-8286-ff5576ac3b0c |
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