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math.ST2021
A convex approach to optimum design of experiments with correlated observations
Andrej Pázman, Markus Hainy, Werner G. Müller
Optimal design of experiments for correlated processes is an increasingly relevant and active research topic. Present methods have restricted possibilities to judge their quality.…
math.ST2015
Optimum design via I-divergence for stable estimation in generalized regression models
Katarína Burclová, Andrej Pázman
Optimum designs for parameter estimation in generalized regression models are standardly based on the Fisher information matrix (cf. Atkinson et al (2014) for a recent exposition).…
math.ST2013★ 9 cited
Optimum design accounting for the global nonlinear behavior of the model
Andrej Pázman, Luc Pronzato
Among the major difficulties that one may encounter when estimating parameters in a nonlinear regression model are the nonuniqueness of the estimator, its instability with respect…