Label outliers in an scatter plot

Question

I've plot this graphic to identify graphically high-leverage points in my linear model.

Given the variable "NOMBRES" of the data set which my model uses, I've tried to plot all the points of my graphic but it gets illegible. Here's the code I ran:

> plot(hatvalues(tmodel),residuals(tmodel))
> text(hatvalues(tmodel),residuals(tmodel),labels=DSET$NOMBRES)

So I would like to plot just the points with leverage(hat value) above 0.05 using the label "DSET$NOMBRES".

Answer 1

Identify high-leverage points according to your definition:

hlev <- which(hatvalues(tmodel)>0.05)

Add numeric labels to the graph:

text(hatvalues(tmodel)[hlev], residuals(tmodel)[hlev], 
   labels=DSET$NOMBRES[hlev])