3 papers
stat.ME2022
Active Discrimination Learning for Gaussian Process Models
Elham Yousefi, Luc Pronzato, Markus Hainy +2
The paper covers the design and analysis of experiments to discriminate between two Gaussian process models, such as those widely used in computer experiments, kriging, sensor loca…
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.…
stat.AP2019
Sequential Experimental Design for Predator-Prey Functional Response Experiments
Hayden Moffat, Markus Hainy, Nikos E. Papanikolaou +1
Understanding functional response within a predator-prey dynamic is a cornerstone for many quantitative ecological studies. Over the past 60 years, the methodology for modelling fu…