Linear Modelingmedium
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Suppose we have the following data: xi=10,yi=20,xi2=30,xiyi=50\sum x_i = 10, \sum y_i = 20, \sum x_i^2 = 30, \sum x_i y_i = 50, and n=5n = 5. Calculate the slope β1\beta_1 for the regression line y^=β0+β1x\hat{y} = \beta_0 + \beta_1 x.