We want analyze the sales of a product in different cities of a country. To that end, we dispose information for 100 cities of the following variables: sales: sales of the product (per capita) p: average price of the product. pp1: average price of a local competitor. gdp: Gross domestic product of the city (per capita). di: disposable income of the city (per capita) gw: number of shopping centers in the city. With this information, ask to the following questions: A) estimate the best model by OLS B) analyze the possible existence of approximate collinearity C) if necessary, reestimate the model d) interpret the final model in economic terms