Last Update: March 22, 2022
My online video tutorials are hosted at YouTube channel.
For learning this concept, you can view my online video tutorials: Multiple Linear Regression in Python (Spyder) and Multiple Linear Regression in Python (Jupyter).
Videos Code
1. Package
import statsmodels.api as sm
import statsmodels.formula.api as smf
2. Data
houseprices_object = sm.datasets.get_rdataset(dataname="HousePrices",
package="AER", cache=True)
houseprices = houseprices_object.data
print(houseprices.iloc[:, 0:3].head())
print(houseprices_object.__doc__)
3. Model
mlr = smf.ols(formula="price ~ lotsize + bedrooms", data=houseprices).fit()
print(mlr.params)
Courses
My online courses are hosted at Teachable website.
For more details on this concept, you can view my Linear Regression in Python Course.