13.4 Sampling variation

Regression coefficients also follow a normal distribution

standard error of sampling distribution: $\sqrt{\frac{\sigma^2}{var(X) n}}$

Only three things can change:

• shrink the standard deviation of the error term $\sigma$
• pick an $X$ that varies a lot
• pick a larger sample, i.e. increase $n$