Applied Regression and Data Analysis

Data Mining using Regression Analysis --- The course considers procedures for data collection, effective analysis, and interpretation for management control, planning, and forecasting. The course stresses the capabilities and limitation of statistical methods together with the considerations necessary for their effective application and correct interpretation. The course focuses primarily on multiple regression models, which includes weighted least squares, analysis of variance, and analysis of covariance. Readings, cases, examples and exercises are drawn from diverse areas of business, including finance, marketing research, accounting, economics and general management.