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Background issues for regression analysis -- Introduction to regression analysis -- The ordinary least squares (OLS) regression models -- Point and interval estimates from a regression model -- Multiple linear regression -- A market share multiple regression model -- Qualitative events and seasonality in multiple regression models -- Nonlinear regression models -- Abercrombie & Fitch Co.- regression case study -- The formal ordinary least squares (OLS) regression model -- Some statistical background.