Overview

(A) Fit a Single Variable Linear Regression Model in Python using the library statsmodels (Review)

(B) Fit a Multivariate Linear Regression Model

(C) Fit a Multivariate Linear Regression Model with a Categorical variable

(D) Selecting Right Hand Side Variables via Forward Selection

(E) Create a Predictive model using coefficients from a Multivariate Linear Regression Model

(F) Interpret Multivariate Linear Regression Models as Single Variable Regression Models

Part A:

Part B

Part C

Part D

Part E

Part F

Part G