The likelihood function for the OLS model.
The coefficients with which to estimate the log-likelihood.
float
None
If None, return the profile (concentrated) log likelihood (profiled over the scale parameter), else return the log-likelihood using the given scale value.
The likelihood function evaluated at params.
OLS.loglike