Uncertainty: Mean, median, mode and standard deviation

Error analysis and statistical methods have always seemed a little arbitrary to me because there isn’t a ‘right’ way to present the uncertainties in your data. This makes teaching such an analysis tricky, especially because students aren’t comfortable with the idea that their measured data has uncertainty. This is, however, a very important concept to