Simple linear regression covering least-squares method, regression equations, coefficient of determination, point estimates, and prediction using regression line.
Regression Analysis: Simple Linear Regression, Least-squares Method Complete Guide
Comprehensive guide to regression analysis covering simple linear regression models using least-squares criterion. Explains dependent and independent variables, regression coefficients, slope interpretation, and point estimates. Covers both regression equations (Y on X, X on Y), their properties, intersection points, and coefficient relationships with detailed mathematical illustrations and business applications.