zedoul’s Reviews > Think Bayes: Bayesian Statistics in Python > Status Update

Newcomers to Bayesian thinking are often tempted to summarize the pos- terior distribution by computing the mean or the maximum likelihood es- timate. These summaries can be useful, but if that’s all you need, then you probably don’t need Bayesian methods in the first place.