Linear Regression Analysis and Forecasting

Linear Regression Analysis and Forecasting

Explore linear regression analysis and forecasting techniques in this comprehensive 12-hour course. Learn about simple and multiple linear regression models, parameter estimation, hypothesis testing, confidence interval estimation, and diagnostics. Master software implementation using MINITAB for both simple and multiple regression models. Discover standardized regression coefficients, maximum likelihood estimation, and goodness of fit measures. Gain practical skills in within-sample and outside-sample forecasting, and apply your knowledge through hands-on MINITAB exercises. Develop a strong foundation in statistical modeling and regression analysis for effective data interpretation and prediction.