Construction of optimal designs to increase the power of the multiresponse lack of fit test

M. Cooray Wijesinha, AndréI I. Khuri

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

Two design criteria are introduced to improve the power of the multivariate lack of fit test for a linear multiresponse model. These criteria are extensions of the Λ1 and Λ2-optimality criteria discussed by Jones and Mitchell (1978) for the single-response case. A procedure is presented for the generation of an optimal design based on the Λ2-criterion.

Original languageEnglish (US)
Pages (from-to)179-192
Number of pages14
JournalJournal of Statistical Planning and Inference
Volume16
Issue numberC
DOIs
StatePublished - 1987

Fingerprint

Lack-of-fit Test
Multivariate Tests
Optimality Criteria
Linear Model
Optimal design

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Statistics, Probability and Uncertainty
  • Applied Mathematics

Cite this

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title = "Construction of optimal designs to increase the power of the multiresponse lack of fit test",
abstract = "Two design criteria are introduced to improve the power of the multivariate lack of fit test for a linear multiresponse model. These criteria are extensions of the Λ1 and Λ2-optimality criteria discussed by Jones and Mitchell (1978) for the single-response case. A procedure is presented for the generation of an optimal design based on the Λ2-criterion.",
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Construction of optimal designs to increase the power of the multiresponse lack of fit test. / Cooray Wijesinha, M.; Khuri, AndréI I.

In: Journal of Statistical Planning and Inference, Vol. 16, No. C, 1987, p. 179-192.

Research output: Contribution to journalArticle

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AU - Khuri, AndréI I.

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