mqr.anova.
adequacy#
- mqr.anova.adequacy(result, formatted=True)#
Table of statistics from a fitted OLS regression (see Returns).
- Parameters:
- resultstatsmodels.regression.linear_model.RegressionResults
The result of calling fit on a statsmodels linear regression model.
- formattedbool, optional
When True, returns a formatted DataFrame. Set this to False to access the calculated values.
- Returns:
- pandas.DataFrame or pandas.io.formats.style.Styler
A DataFrame when formatted is True, a Styler otherwise. A list of statistics from the regression with columns:
- S
square-root of the mean-squared error
- R-sq
coefficient of determination
- R-sq (adj)
coefficient of determination, adjusted for degrees of freedom in model
- F
F-statistic for the whole model
- PR(>F)
p-value of the F-statistic
- AIC
Akaike information criterion
- BIC
Bayesian information criterion
- N
number of observations