Distribution of the least squares slope and intercept
The least squares estimates b0 and b1 of the two linear model parameters β0 and β1 vary from sample to sample. Each has a distribution that can be described by a probability density function.
The least squares estimates, b0 and b1, have normal distributions that are centered on β0 and β1 respectively.
Sampling variability of the least squares line