5 - Linear Regression（1）

5-1 Frame

5-2 Regression analysis

5-3 Ordinary Least Squares（1）

5-4 Ordinary Least Squares（2）

5-5 Ordinary Least Squares（3）

5-6 Assumptions of Linear Regression

5-7 Analysis of Variance

5-8 Coefficient of Determination

5-9 Confidence Interval and Hypothesis Testing

5-10 Examples

5-11 Summary