A linear relationship exists between two variables in a linear regression, where one of the variables is an independent variable and the other is a dependent variable. In actuality, we discover a linear relationship between an independent and dependent variable. The dependent variable and one independent variable are modeled as a linear equation using the linear regression approach. When only one independent variable is used, the model is referred to as simple linear regression, and when two or more independent variables are used, the model is referred to as multiple linear regression. When there is a significant linear connection between the two continuous variables, the simple linear regression analysis is utilized.  Businesses can use linear regression to forecast things like the probable spending power of a consumer. We do Just that when we predict our customers behavior, with the company I work for. We have to use the linear recession model to help us make a conclusion when customer will buy more of our product. This is extremely helpful with product development and targeted marketing.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
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Chapter1: Starting With Matlab
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A linear relationship exists between two variables in a linear regression, where one of the variables is an independent variable and the other is a dependent variable. In actuality, we discover a linear relationship between an independent and dependent variable. The dependent variable and one independent variable are modeled as a linear equation using the linear regression approach. When only one independent variable is used, the model is referred to as simple linear regression, and when two or more independent variables are used, the model is referred to as multiple linear regression. When there is a significant linear connection between the two continuous variables, the simple linear regression analysis is utilized. 

Businesses can use linear regression to forecast things like the probable spending power of a consumer. We do Just that when we predict our customers behavior, with the company I work for. We have to use the linear recession model to help us make a conclusion when customer will buy more of our product. This is extremely helpful with product development and targeted marketing. 

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