Accuracy of the least squares slope?

We gave a formula for the standard deviation of b1 earlier in this section. Rewriting it shows how the characteristics of the data affect its accuracy as an estimate of the underlying model's slope.

Demonstration

Implications for experimental design

There are important consequences when designing experiments that will generate regression data.