Existence conjecture for D-optimal rhombic designs
Existence conjecture for D-optimal rhombic designs
Let be the dimension, let be the covariance matrix of the random coefficients, and let denote its parameter vector. A rhombic design is an invariant design from the class studied for the multiple linear regression model on the hypercube, and a design is -optimal if it maximizes the determinant of its information matrix under covariance matrix . Existence conjecture. For even , there is a -optimal rhombic design for all
For odd , there is a -optimal rhombic design for all
The conjecture records the observed existence pattern for -optimal rhombic designs: existence was found for all parameter values in even dimensions, whereas in odd dimensions it was established only in the stated region. Whether such designs exist for all remaining parameter values when is odd is left open.
Sources & referencesView supporting material
Primary source
Ulrike Graßhoff, Heinz Holling, Frank Röttger and Rainer Schwabe, “Optimality regions for designs in multiple linear regression models with correlated random coefficients”, arXiv:1911.05538 (2019).
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