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Bayesian methods for decision making in early phase: A few case examples
François Vandenhende, ClinBAY
Using Bayesian methods, it is possible to provide direct answers to the fundamental
questions raised in early phase: Is the drug safe, does it work, what is the best dosage
regimen? In most companies, scientists realize the power of Bayesian techniques in
exploratory phase and they encourage the use of Bayesian methods to address their
problems. In this presentation, I will describe a few case examples where Bayesian
techniques were applied for a data-driven decision making. I’ll discuss the technical issues
for each example and I will share my personal experience in conducting these projects as a
consultant into cross-functional teams.