Linear Regression With Python

Table of Contents

1. What is Linear Regression?
2. Finding the Best Fitting Line
3. How Good is the Best Fitting Line?
4. Statistical Significance: Means
5. Statistical Significance: Regression
6. Maximum Likelihood Estimation
7. Multivariate Regression
8. Weighted Linear Regression
9. Nonlinear Regression
10. Bayesian Regression: A Summary