Regression presumes the following theoretical model for the population:
$$Y = \beta _ { 0 } + \beta _ { 1 } X _ { 1 } + \beta _ { 2 } X _ { 2 } + \ldots + \beta _ { k } X _ { k } + \varepsilon$$
where Y is the dependent variable,the Xs are the independent variables,the ?s are the coefficients of the independent variables,and ? is the error.

Question

Regression presumes the following theoretical model for the population:
 $$Y = \beta _ { 0 } + \beta _ { 1 } X _ { 1 } + \beta _ { 2 } X _ { 2 } + \ldots + \beta _ { k } X _ { k } + \varepsilon$$ 
where Y is the dependent variable,the Xs are the independent variables,the ?s are the coefficients of the independent variables,and ? is the error.

Quizplus · Accepted Answer

This is the general theoretical model for regression

Regression Presumes the Following Theoretical Model for the Population Y=β0+β1X1+β2X2+…+βkXk+εY = \beta _ { 0 } + \beta _ { 1 } X _ { 1 } + \beta _ { 2 } X _ { 2 } + \ldots + \beta _ { k } X _ { k } + \varepsilonY=β0​+β1​X1​+β2​X2​+…+βk​Xk​+ε

Regression Presumes the Following Theoretical Model for the Population $Y = \beta _ { 0 } + \beta _ { 1 } X _ { 1 } + \beta _ { 2 } X _ { 2 } + \ldots + \beta _ { k } X _ { k } + \varepsilon$