To understand their data better, astronomers need to use statistical tools that are more advanced than traditional \freshman lab" statistics. As an illustration, the problem of combining apparently incompatible measurements of a quantity (the Hubble constant, e.g.) is presented from both the traditional, and a more sophisticated Bayesian, perspective. Explicit formulas are given for both treatm...