Pioneering Research in Bayesian Experimental Design

5 days ago

Melbourne, Victoria, Australia beBeeBayesian Full time $60,000 - $80,000
Optimizing Bayesian Approaches in Experimental Design

This project focuses on the development of Bayesian approaches to screening designs of experiments, aiming to overcome classical design limitations related to dependence on assumed statistical models.

A key objective is to explore existing literature on Bayesian supersaturated D-optimal designs and create new A- or D-optimal designs that are cost-effective and suitable for multi-stratum structures like split-plot designs.

Candidates with prior knowledge in Bayesian statistics and design of experiments (DoE) are encouraged.

The goal is to enhance the power of experimental designs while controlling type I error rates at desired levels.

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