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%matplotlib inline
from sklearn.datasets import fetch_california_housing
from sklearn.datasets import load_boston
import pandas as pd

boston = load_boston()


    

In [2]:

    

dataset = pd.DataFrame(boston.data, columns=boston.feature_names)
dataset['target']=boston.target


    

In [4]:

    

import statsmodels.api as sm
import statsmodels.formula.api as smf

y = dataset['target']
X=dataset['RM']
X=sm.add_constant(X)


    

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