xkcd #2048 is exceptionally relevant to this. Doing linear regression well with a big dataset is difficult! I do this all the time at work and honestly I often show a scatter plot without any ...

The results from the regression show that Model II fits these data better than Model I. For Model III, different intercepts are used for the linear relationship in two states. The following statements ...