Mulltiresponse models, double covariance structure and optimal designs: analytical results and applications

J. M. Rodríguez Díaz, G. Sánchez León

The study of multiresponse models from the point of view of optimal design of experiments becomes harder when considering a general (two-way) covariance structure in the data. In this work, some analytical results will be obtained for this case, which will be applied to a chemical case study using the well-known exponential covariance structure for the longitudinal relation between the samples. Changes on the assumed covariance structure lead to new lines of research.

Keywords: correlation covariance matrix exponential covariance linear models optimal design of experiments

M. Amo Salas, V. Casero Alonso, S. Pozuelo Campos

M. T. Santos Martín, I. Mariñas del Collado, M. J. Rivas López, J. M. Rodríguez Díaz

J. M. Rodríguez Díaz