Fully Bayesian computing: Don’t collapse the wavefunction until it’s absolutely necessary.

Kevin Gray writes: In marketing research, it’s common practice to use averages of MCMC draws in Bayesian hierarchical models as estimates of individual consumer preferences. For example, we might conduct choice modeling among 1,500 consumers and analyze the data with … Continue reading → …