Distribution of the least squares slope and intercept

The least squares line varies from sample to sample — it is random.

The least squares estimates b0 and b1 of the two linear model parameters β0 and β1 therefore also vary from sample to sample and have normal distributions that are centered on β0 and β1 respectively.