Can Global Optimization Strategy Outperform Myopic Strategy for Bayesian Parameter Estimation?

Juanping Zhu, Hairong Gu

Bayesian adaptive inference is widely used in psychophysics to estimate psychometric parameters. Most applications used myopic one-step ahead strategy which only optimizes the imme…