Weighted Linear Regression in R

The chart on the left demonstrates a behavor statistictians and others call heteroskedasticity. I hope you get to use that word in Scrabble some day. Essentially heteroskedsticity means the residuals do exhibit the unwanted variaions we observe. So what should we do? There are actually a whole bunch of modeling approaches that could be used, but here we will look only at weighted linear regression.