Python: End-to-end Data Analysis

Multivariate regression

In this section, we are adding a second variable to the linear model constructed previously. The function that we use to express the correlation now basically becomes a plane, y = k₂x₂ + k₁x₁ + k₀. Just keep in mind that x₁ and x₂ are different axes/dimensions. To clarify a bit, we can also write it as z = k₂y + k₁x + k₀. Just as described in the beginning of the chapter, we can write this as a matrix multiplication. The variable that we choose to include is an economic variable, the gross domestic product (GDP). As hypothesized before, the economy of the country could affect the suicide rate, as suicide prevention needs a developed medical system that isolates people in need and provides help, which is expensive.

Adding ...