1. Regression analysis
Basic knowledge points:
(1) What is regression analysis?
Regression analysis is a statistical method to study the correlation between variables. It is a mathematical model and statistical analysis established when studying the correlation between one or several independent variables and a random variable.
(2) Least squares estimation of regression coefficients: 
(3) Linearization of nonlinear regression equation
The specific notes are as follows:
