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math.ST2023
A -step-ahead sequential adaptive algorithm for D-optimal nonlinear regression design
Fritjof Freise, Norbert Gaffke, Rainer Schwabe
Under a nonlinear regression model with univariate response an algorithm for the generation of sequential adaptive designs is studied. At each stage, the current design is augmente…
math.ST2023
Optimal Subsampling Design for Polynomial Regression in one Covariate
Torsten Reuter, Rainer Schwabe
Improvements in technology lead to increasing availability of large data sets which makes the need for data reduction and informative subsamples ever more important. In this paper…