hamidrashkiany / multi-variable-regression

Estimate Stock_Index_Price

Multi-variable-regression

Estimate Stock_Index_Price

Date:2021-07-21

Author: Hamid Rashkiany

Description: Multiple variable regression implementation. In this practice, we will work with one dataset that created by ourself. The target is Stock_Index_Price (This is our dependent variable). The value of target is depending on two other variables as Interest_Rate and Unemployment_Rate. These are our features or independent variables. There is a linear relationship (correlation) between independent variable and dependent variable. Thus we define one linear regression model to estimate the output for new data. At the end we defined manually two new data and we estimate the related output. Also we compare our model output with statsmodel. Reference: https://datatofish.com/multiple-linear-regression-python/

All the source codes and explanations are coming in multiple variable regression.py