Uncertainty quantification is an important part of scientific analysis, and one that's become more widespread and complex with the rise in popularity of Bayesian analysis techniques. And what would uncertainty quantification be without uncertainty visualization – error bars or histograms for zero-dimensional data, and simultaneous or pointwise credibility bands for one-dimensional data. Unfortunately, there has … Continue reading Contour bands: how to put error bars on 2D data →