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| # import required library | |
| from statsmodels.formula.api import ols | |
| #Define the Problem | |
| outcome = 'volume' | |
| x_cols = ['Friday', 'Monday', 'Thursday', 'Tuesday', 'Wednesday'] | |
| #Fitting the actual model | |
| predictors = '+'.join(x_cols) | |
| formula = outcome + "~" + predictors | |
| model = ols(formula=formula, data=msft_model_df).fit() | |
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