Optimal Robust Designs: Linear Regression in Rk

The model E(y ∣ x) = θ0+ ∑k i=1θix i+ ψ(x) is considered, where ψ(x) is an unknown contamination with | ψ(x)| bounded by given φ(x). Optimal designs are studied in terms of least squares estimation and a family of minimax criteria. In particular, analogs of D-, A- and E-o...

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Bibliographische Detailangaben
Veröffentlicht in:The Annals of Statistics. - Institute of Mathematical Statistics. - 10(1982), 2, Seite 511-525
1. Verfasser: Pesotchinsky, L. (VerfasserIn)
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 1982
Zugriff auf das übergeordnete Werk:The Annals of Statistics
Schlagworte:D-optimality E-optimality linear regression optimal design robust design Information science Mathematics Arts Philosophy