Construction D-optimal designs of experiments for linear multiple regression with heteroscedastic observations
| Autor: | Valery P. Kirlitsa |
|---|---|
| Jazyk: | Belarusian<br />English<br />Russian |
| Rok vydání: | 2019 |
| Předmět: | |
| Zdroj: | Журнал Белорусского государственного университета: Математика, информатика, Iss 2, Pp 27-33 (2019) |
| Druh dokumentu: | article |
| ISSN: | 2520-6508 2617-3956 |
| DOI: | 10.33581/2520-6508-2019-2-27-33 |
| Popis: | In article the problem of construction exact D-optimal designs of experiments for linear multiple regression in a case when variance of errors of observations depend on a point in which is made is investigated. Class of functions which describe change variance of heteroscedastic observations is defined for which it is possible construct D-optimal continues designs of experiments. For linear multiple regression with three factors it is constructed five different types of D-optimal continues designs of experiments with heteroscedastic observations. For each of these types the own class of functions describing change variance of observations is defined. |
| Databáze: | Directory of Open Access Journals |
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