fit_ols
- pyoptex.analysis.utils.fit.fit_ols(X, y)[source]
Wrapper to fit a statsmodels OLS model. It includes the following additional attributes required for a more synchronized output between OLS and Mixed LM.
k_fe: The number of parameters.
vcomp: An empty array.
converged: True.
Parameters
- Xnp.array(2d)
The normalized, encoded model matrix of the data.
- ynp.array(1d)
The output variable
Returns
- fit
statsmodels.regression.linear_model.RegressionResults The statsmodels regression results with some additional attributes.