1 Weighted Least Squares
1. Focusing accuracy
Discounting imprecision
Often however the magnitude of the noise is not constant, and thedata are heteroskedastic.
Sampling bias. In many situations, our data comes from a survey, andsome members of the population may be more likely to be included inthe sample than others.
Doing something else